Removes exact duplicate records while preserving distinct addresses under the same enrollment.
Reports duplicate counts and rejects repeated pages that provide no new records.
Planned next Future work
Track enrollment and location changes with source freshness and field evidence.
QA evidence & current limits +
Checked
Sample output
25 saved rows
Sample scope
Bounded QA input
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Returns published source fields. Enrollment information is not converted into an inferred provider quality rating.
This dated sample does not establish continuous availability or coverage of every input.
Business & commerce11 / 65
Companies House Filing Monitor - UK Company Changes
QA verifiedAudit completed
Completed
Reviewed the selected company and filing-window behavior and reran the existing regression suite.
Planned next Future work
Add filing-type annotations and company change summaries while keeping filing dates separate from effective dates.
QA evidence & current limits +
Checked
Sample output
5 saved rows
Sample scope
Bounded QA input
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Covers supplied company watchlists and their public filings. It does not provide bulk officer enrichment or automatic financial-document interpretation.
This dated sample does not establish continuous availability or coverage of every input.
Public records12 / 65
Court Records Scraper - PACER Alternative API
QA verifiedRuntime improved
Completed
Keeps paginated requests on the official CourtListener search endpoint and rejects unexpected redirects.
Stops repeated pagination links before requesting or billing duplicate results.
Planned next Future work
Deduplicate records across overlapping pages while preserving distinct docket and opinion identities.
QA evidence & current limits +
Checked
Sample output
49 saved rows
Sample scope
Spending-capped sample
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Does not provide legal conclusions or completeness guarantees. Unexpected redirects are reported as failures.
This dated sample does not establish continuous availability or coverage of every input.
Public records13 / 65
CPSC Product Recalls Scraper - SaferProducts Data
QA verifiedRuntime improved
Completed
Checks time remaining around saved output while preserving accurate result counts.
Strengthens recall-identifier and calendar-date validation.
Planned next Future work
Save each completed date window before collecting later windows, while preserving newest-first result limits.
QA evidence & current limits +
Checked
Sample output
37 saved rows
Sample scope
Spending-capped sample
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
An error during an exact recall-number lookup can still end the run before its summary is saved. Date-window collection reports failed windows; unifying these reports remains future work.
This dated sample does not establish continuous availability or coverage of every input.
Web & developer tools14 / 65
Domain DNS & Email Policy Monitor - SPF, DMARC, MX
QA verifiedRuntime improved
Completed
Checks saved DNS history before comparing record types, values, status and timestamps.
Preserves unreadable or conflicting history and reports storage or time-limit problems separately from saved results.
Planned next Future work
Show bounded SPF dependencies and CNAME chains with the records that support them.
QA evidence & current limits +
Checked
Sample output
2 saved rows
Sample scope
Bounded QA input
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Reports observed DNS records, not deliverability or security certification. Run one writer at a time for each named comparison history.
This dated sample does not establish continuous availability or coverage of every input.
Public records15 / 65
EU Tenders Scraper - TED Notices, Deadlines & Contract Values
QA verifiedRuntime improved
Completed
Rechecks the time limit before reporting completeness, retaining the correct number of saved notices.
Planned next Future work
Track buyer and procurement-category watchlists with notice-version changes and original evidence.
QA evidence & current limits +
Checked
Sample output
20 saved rows
Sample scope
Result-capped sample
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Covers bounded TED notice windows. Separate lot dates, times and currencies are not guessed into matching pairs.
This dated sample does not establish continuous availability or coverage of every input.
Health & policy16 / 65
FCDO Travel Advice Monitor - Country Guidance Changes
QA verifiedAudit completed
Completed
Reviewed the documented source, input and output behavior and reran the existing regression suite.
Planned next Future work
Show concise excerpts from changed advice sections for supplied country watchlists.
QA evidence & current limits +
Checked
Sample output
3 saved rows
Sample scope
Bounded QA input
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Tracks official advice changes. It does not predict risk independently or guarantee safe travel.
This dated sample does not establish continuous availability or coverage of every input.
Health & policy17 / 65
FDA Adverse Events Scraper - FAERS + MAUDE Export
QA verifiedRuntime improved
Completed
Checks time remaining around saved output and retains accurate saved-result counts.
Strengthens calendar-date and report-identifier validation for drug and device responses.
Planned next Future work
Show source update dates and API pagination limits, including coverage of multiple report versions.
QA evidence & current limits +
Checked
Sample output
37 saved rows
Sample scope
Spending-capped sample
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
An unexpected HTTP 404 can currently be treated as no matches. Requiring the exact documented no-match response remains future work.
This dated sample does not establish continuous availability or coverage of every input.
Health & policy18 / 65
FDA Drug Shortages Monitor - openFDA Shortage Status & Updates
QA verifiedAudit completed
Completed
Added regression checks for source-field preservation, genuine empty results, malformed responses and search filters.
Planned next Future work
Track availability and status changes for specific product presentations, with source dates.
QA evidence & current limits +
Checked
Sample output
50 saved rows
Sample scope
Bounded QA input
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Returns published shortage observations. It does not recommend clinical substitutes or establish completeness beyond the requested source window.
This dated sample does not establish continuous availability or coverage of every input.
Health & policy19 / 65
FDA Recalls Scraper - Drug, Device & Food
QA verifiedRuntime improved
Completed
Strengthens date and recall-identifier checks, avoids duplicate product-type requests and respects the remaining result limit.
Excludes recognized unclassified records with blank or N/A recall numbers from paid output and reports each exclusion reason.
1 more completed update
Preserves accurate saved-result counts when a time limit is reached.
Planned next Future work
Show source totals, selected date coverage and pagination stop reasons for each product type.
QA evidence & current limits +
Checked
Sample output
37 saved rows
Sample scope
Spending-capped sample
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
An unexpected HTTP 404 can currently be treated as an empty result. Stricter no-match response checks remain future work.
This dated sample does not establish continuous availability or coverage of every input.
Public records20 / 65
Federal Contract Awards Scraper - USAspending Data
QA verifiedRuntime improved
Completed
Checks time remaining around saved output while preserving accurate result counts.
Strengthens source identifier and calendar-date validation.
Planned next Future work
Detect duplicate awards and show requested versus observed coverage when source result pages change during collection.
QA evidence & current limits +
Checked
Sample output
74 saved rows
Sample scope
Spending-capped sample
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Award amounts retain the source numeric representation. A bounded API query does not provide complete award history.
This dated sample does not establish continuous availability or coverage of every input.
Public records21 / 65
Federal Register Scraper - Rules & Comment Tracker
QA verifiedRuntime improved
Completed
Strengthens document identifiers, dates and time-limit accounting.
Keeps pagination on the official documents API, rejects repeated links and supports the observed official JSON cursor format.
1 more completed update
Stops before checking an unused next page once the result limit has been reached.
Planned next Future work
Track document-content changes across saved observations.
QA evidence & current limits +
Checked
Sample output
37 saved rows
Sample scope
Spending-capped sample
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Pagination accepts a narrow set of official endpoints. An unexpected endpoint migration is reported as a failure rather than followed automatically.
This dated sample does not establish continuous availability or coverage of every input.
Business & commerce22 / 65
Flippa Listing Scraper - Public Offers & Source Links
QA verifiedRuntime improved
Completed
Checks that page metadata belongs to the requested listing.
Checks each redirect destination and rejects URLs containing credentials.
1 more completed update
Added regression coverage for conflicting metadata, redirects and failed runs with no saved results.
Planned next Future work
Track published price and status changes for supplied listings while permitted public access remains reliable.
QA evidence & current limits +
Checked
Sample output
10 saved rows
Sample scope
Bounded QA input
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Public access is restrictive. No login, bids, offers, anti-bot bypass or inferred business financials are included.
This dated sample does not establish continuous availability or coverage of every input.
Public records23 / 65
FMCSA Carriers Scraper - USDOT, Legal Name, Fleet & Status
QA verifiedRuntime improved
Completed
Removes exact duplicate carrier records and rejects conflicting identifiers or stalled pages.
Keeps pagination tied to the source page size so deduplication does not end collection early.
Planned next Future work
Track published carrier status and fleet-count changes for supplied USDOT watchlists.
QA evidence & current limits +
Checked
Sample output
25 saved rows
Sample scope
Bounded QA input
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Returns published registration observations, not carrier fitness or safety determinations.
This dated sample does not establish continuous availability or coverage of every input.
Business & commerce24 / 65
GLEIF Entity Change Monitor - LEI and Parent Data
QA verifiedAudit completed
Completed
Reviewed the documented source and input/output behavior and reran the existing regression suite.
Planned next Future work
Explain legal-entity and parent-field changes while preserving reporting exceptions and source evidence.
QA evidence & current limits +
Checked
Sample output
2 saved rows
Sample scope
Bounded QA input
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Uses GLEIF legal-entity and reported accounting-parent data. It does not infer beneficial ownership.
This dated sample does not establish continuous availability or coverage of every input.
Business & commerce25 / 65
Google Play App Intelligence - Ratings, Updates & Prices
QA verifiedRuntime improved
Completed
Checks the remaining time before final history updates and reports when that limit is reached.
Preserves saved app observations without claiming an update to comparison history that did not happen.
Planned next Future work
Compare a supplied app watchlist across selected countries and languages.
QA evidence & current limits +
Checked
Sample output
1 saved row
Sample scope
Bounded QA input
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Returns public app metadata. Install bands are not exact install counts, and reviews are not collected.
This dated sample does not establish continuous availability or coverage of every input.
Public records26 / 65
Grants.gov Scraper - Federal Grants + Award Detail
QA verifiedRuntime improved
Completed
Checks time remaining around saved output while preserving accurate result counts.
Strengthens source identifier and calendar-date validation.
Planned next Future work
Reserve output capacity before optional detail requests and report how many detail fields were available.
QA evidence & current limits +
Checked
Sample output
49 saved rows
Sample scope
Spending-capped sample
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
A failed optional detail request can leave a useful listing row, with that failure explicitly reported. Not every detail field is guaranteed to be populated.
This dated sample does not establish continuous availability or coverage of every input.
Jobs & hiring27 / 65
Greenhouse Jobs Scraper - Job Board API to CSV & JSON
QA verifiedRuntime improved
Completed
Checks job identifiers and titles, removes identical records and rejects conflicting duplicates.
Distinguishes empty or filtered boards from source failures and records a summary when collection fails.
Planned next Future work
Track modified postings alongside new jobs, with explicit evidence for remote-work classification.
QA evidence & current limits +
Checked
Sample output
149 saved rows
Sample scope
Spending-capped sample
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Covers employer-published Greenhouse postings. An empty filtered result is not treated as a missing source.
This dated sample does not establish continuous availability or coverage of every input.
Checks the time limit again before reporting the final run status.
Planned next Future work
Show added or removed official resource links so announcement watchers can identify changed documents.
QA evidence & current limits +
Checked
Sample output
10 saved rows
Sample scope
Bounded QA input
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Covers announcements only. It is not a sanctions list, screening result or legal verdict.
This dated sample does not establish continuous availability or coverage of every input.
Jobs & hiring38 / 65
Oracle Recruiting Cloud Jobs Scraper - oraclecloud.com Careers
QA verifiedRuntime improved
Completed
Checks each resolved requisition against jobs already saved in the run to prevent duplicate output.
Planned next Future work
Show requested versus resolved recruiting sites and detail-fetch failures in each site's coverage summary.
QA evidence & current limits +
Checked
Sample output
71 saved rows
Sample scope
Bounded QA input
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Salary and workplace fields depend on employer settings. Vacancy status is not established beyond the observed posting.
This dated sample does not establish continuous availability or coverage of every input.
Web & developer tools39 / 65
PDF Revision Monitor - Text, Pages & Change Evidence
QA verifiedRuntime improved
Completed
Checks the time limit before rereading and updating comparison history.
Preserves saved observations while reporting skipped history updates and final time-limit stops.
Planned next Future work
Offer optional hints for matching inserted or reordered pages while preserving exact page-number comparison.
QA evidence & current limits +
Checked
Sample output
1 saved row
Sample scope
Bounded QA input
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Extracts existing text layers without OCR. Partial extractions do not establish removals or replace a complete comparison history.
This dated sample does not establish continuous availability or coverage of every input.
Social & publishing40 / 65
Pixelfed Creator Post Monitor - Public Feeds and Changes
QA verifiedAudit completed
Completed
Reviewed public photo-feed parsing, input/output behavior and existing regression evidence.
Planned next Future work
Explain caption and media changes and show source cache age using published feed metadata.
QA evidence & current limits +
Checked
Sample output
10 saved rows
Sample scope
Bounded QA input
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Covers recent opted-in public Atom feeds, commonly ten photo posts with a four-hour source cache. Media is not downloaded.
This dated sample does not establish continuous availability or coverage of every input.
Social & publishing41 / 65
Podcast Episode Monitor - RSS Updates & Show Notes
QA verifiedRuntime improved
Completed
Checks time remaining around output and comparison-history updates.
Preserves history changed by another run and reports storage failures without losing confirmed saved counts.
1 more completed update
Reports a final time-limit stop even when the selected result limit was also reached.
Planned next Future work
Explain episode identity changes when feeds rotate audio URLs or reuse episode identifiers, before merging identities across runs.
QA evidence & current limits +
Checked
Sample output
20 saved rows
Sample scope
Bounded QA input
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Covers bounded current feeds, without episode-removal or complete-history claims. Run each named comparison history sequentially; conflict checks are not atomic locks.
This dated sample does not establish continuous availability or coverage of every input.
Jobs & hiring42 / 65
Remote Jobs Scraper - Employer-Direct, No Job-Board Reposts
QA verifiedRuntime improved
Completed
Collects each resolved employer board once and reports skipped duplicate boards.
Excludes explicit non-remote wording while retaining separately published positive remote locations.
Planned next Future work
Show publication-date availability and collection coverage for each hiring platform so date-filter exclusions are easier to interpret.
QA evidence & current limits +
Checked
Sample output
149 saved rows
Sample scope
Spending-capped sample
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Location matching is literal and conservative. It does not infer hiring eligibility or permission to work remotely worldwide.
This dated sample does not establish continuous availability or coverage of every input.
Public records43 / 65
Restaurant Inspection Data Scraper - 7 US Cities
QA verifiedRuntime improved
Completed
Strengthens source identifiers, dates and time-limit accounting.
Avoids duplicate city requests while preserving legitimately repeated source citations.
Planned next Future work
Show scanned, matched and capped-page counts per city, with stable source-row references where available.
QA evidence & current limits +
Checked
Sample output
37 saved rows
Sample scope
Spending-capped sample
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Sources publish different levels of detail. Their records should not be treated as directly comparable restaurant ratings.
This dated sample does not establish continuous availability or coverage of every input.
Public records44 / 65
SAM.gov Opportunities Scraper - Federal Solicitations
QA verifiedRuntime improved
Completed
Removes duplicate notice identifiers before saving and reports repeated source pages instead of saving them again.
Planned next Future work
Show page and notice-window coverage with a budget estimate before larger authenticated searches.
QA evidence & current limits +
Checked
Sample output
20 saved rows
Sample scope
Bounded QA input
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Requires a SAM-issued Public API Key.
This dated sample does not establish continuous availability or coverage of every input.
Public records45 / 65
SEC EDGAR Filings Scraper - 10-K 10-Q 8-K API
QA verifiedRuntime improved
Completed
Normalizes and deduplicates issuer identifiers while preserving the first resolved ticker information.
Planned next Future work
Retrieve a bounded selection of older submission records with explicit coverage dates.
QA evidence & current limits +
Checked
Sample output
99 saved rows
Sample scope
Spending-capped sample
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Current company mode reads recent submissions, not complete filing history.
This dated sample does not establish continuous availability or coverage of every input.
Business & commerce46 / 65
Shopify App Store & Theme Store Scraper - Apps and Themes
QA verifiedRuntime improved
Completed
Separates long category selections by their complete scope to prevent comparison-history collisions.
Preserves existing stored records and shorter history keys; long scopes establish a new comparison baseline once.
Planned next Future work
Detect overlapping history updates and strengthen saved-handle validation without discarding usable history.
QA evidence & current limits +
Checked
Sample output
60 saved rows
Sample scope
Bounded QA input
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Observes app and theme listings, not merchant products. Long scopes may return existing listings once while their new comparison baseline is established.
This dated sample does not establish continuous availability or coverage of every input.
Business & commerce47 / 65
Shopify Variant Monitor - Prices & Availability
QA verifiedRuntime improved
Completed
Checks the time limit before and after rereading comparison history.
Reports skipped history updates and final time-limit stops while preserving saved variant observations.
Planned next Future work
Strengthen saved variant-field validation and explain product-handle changes without changing stable variant identities.
QA evidence & current limits +
Checked
Sample output
11 saved rows
Sample scope
Bounded QA input
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Does not infer inventory quantities. Unknown or changed currencies do not imply a price increase or decrease, and partial catalogs do not establish removals.
This dated sample does not establish continuous availability or coverage of every input.
Public records48 / 65
SOS Business Entity Search - CO, NY, OR Open Registries
QA verifiedRuntime improved
Completed
Rechecks normalized business names against the literal search text before saving matches, regardless of capitalization.
Planned next Future work
Add bounded pagination and per-state candidate coverage to improve results after local filtering.
QA evidence & current limits +
Checked
Sample output
7 saved rows
Sample scope
Spending-capped sample
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Only Colorado, New York and Oregon feeds are active. Other states are unsupported, and source candidate windows can limit literal matches.
This dated sample does not establish continuous availability or coverage of every input.
Business & commerce49 / 65
Steam Game Scraper - Reviews, Players & Owners
QA verifiedRuntime improved
Completed
Preserves usable reviews when an optional source date is malformed, leaving that date empty.
Search-only API inputs no longer silently add the demo game; empty input still provides a useful demo.
Planned next Future work
Show optional enrichment failures and source timestamps so missing metrics are easier to distinguish from zero.
QA evidence & current limits +
Checked
Sample output
1 saved row
Sample scope
Bounded QA input
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Store search covers the top ten results. Ownership estimates remain ranges and optional fields may be unavailable. Console users must clear the retained app-ID prefill for a search-only run.
This dated sample does not establish continuous availability or coverage of every input.
Business & commerce50 / 65
Thumbtack Scraper - Local Service Pros Market Data
QA verifiedRuntime improved
Completed
Checks encoded URLs for contact information and omits malformed URL encodings.
Planned next Future work
Make embedded page-data parsing less sensitive to attribute order, with representative source fixtures.
QA evidence & current limits +
Checked
Sample output
9 saved rows
Sample scope
Bounded QA input
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Returns business-level browse results without personal contact output, CAPTCHA solving or anti-bot bypass.
This dated sample does not establish continuous availability or coverage of every input.
Health & policy51 / 65
UN Press Release Monitor - Official Updates and Changes
QA verifiedAudit completed
Completed
Reviewed official release metadata, input/output behavior and existing regression evidence.
Planned next Future work
Explain corrections to titles, publisher dates and excerpts within the same official metadata window.
QA evidence & current limits +
Checked
Sample output
13 saved rows
Sample scope
Bounded QA input
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Returns metadata and supplied excerpts, not complete articles, voting records or a full UN archive.
This dated sample does not establish continuous availability or coverage of every input.
Social & publishing52 / 65
UpScrolled Monitor - Public Profiles and Post Changes
QA verifiedAudit completed
Completed
Reviewed public watchlist observations, input/output behavior and existing regression evidence.
Planned next Future work
Show arithmetic changes for each published counter with the previous observation time.
QA evidence & current limits +
Checked
Sample output
2 saved rows
Sample scope
Bounded QA input
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Uses exact public watchlists. No discovery feed, login, private profiles, comments or media downloads are included.
This dated sample does not establish continuous availability or coverage of every input.
Public records53 / 65
US Building Permits Scraper - 10 Cities, One Schema
QA verifiedRuntime improved
Completed
Avoids collecting the same normalized city selection twice.
Rejects unusable records missing both a permit identifier and an address before saving.
Planned next Future work
Show inspected pages and source coverage for each city so filtered or capped results are not mistaken for exhaustive matches.
QA evidence & current limits +
Checked
Sample output
49 saved rows
Sample scope
Spending-capped sample
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Municipal coverage and fields vary. Permit validity is not established beyond the source records.
This dated sample does not establish continuous availability or coverage of every input.
Business & commerce54 / 65
US Trade Data Scraper - Comtrade & Census Aggregates
QA verifiedRuntime improved
Completed
Counts capped output only when the row was accepted for charging and reports time limits reached after output.
Planned next Future work
Show total-versus-commodity coverage, source totals and duplicate aggregate identifiers.
QA evidence & current limits +
Checked
Sample output
9 saved rows
Sample scope
Bounded QA input
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Supports public trade aggregates only, never individual transactions or bills of lading.
This dated sample does not establish continuous availability or coverage of every input.
Public records55 / 65
US WARN Layoff Notices - Oregon & Texas
QA verifiedRuntime improved
Completed
Rechecks the time limit before finishing and before updating notice history.
Preserves another run's newer history instead of overwriting it.
Planned next Future work
List publisher attachment links and changes within the selected source window without inferring unannounced layoffs.
QA evidence & current limits +
Checked
Sample output
10 saved rows
Sample scope
Bounded QA input
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Covers selected Oregon and Texas published windows. No additional states or attachment downloads were added.
This dated sample does not establish continuous availability or coverage of every input.
Jobs & hiring56 / 65
USAJOBS Scraper - Federal Job Openings, Pay & Locations
QA verifiedRuntime improved
Completed
Counts capped output only when accepted for charging and reports time limits reached after the final saved row.
Preserves the existing requirements for valid API credentials.
Planned next Future work
Track saved-job changes within a query and group jobs by publisher closing date, following valid-key checks.
QA evidence & current limits +
Checked
Sample output
25 saved rows
Sample scope
Bounded QA input
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Requires a valid USAJOBS API key and its registered email address.
This dated sample does not establish continuous availability or coverage of every input.
Web & developer tools57 / 65
Vendor Incident Monitor - Public Outage Feeds
QA verifiedAudit completed
Completed
Reviewed public incident-feed behavior and reran the existing 52-check regression suite.
Planned next Future work
Show literal keyword evidence from titles and bodies, plus a bounded chronology of published updates.
QA evidence & current limits +
Checked
Sample output
20 saved rows
Sample scope
Bounded QA input
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Feed windows are controlled by publishers. Full historical coverage and inferred outage severity are not promised.
This dated sample does not establish continuous availability or coverage of every input.
Checks saved technology observations and preserves comparison history changed by another run.
Reports output and history failures, counts history updates only after successful storage, and marks time-limited runs as partial.
Planned next Future work
Publish rule-change information and representative evidence cases so detection changes can be distinguished from website changes.
QA evidence & current limits +
Checked
Sample output
2 saved rows
Sample scope
Bounded QA input
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
No supported signal does not prove software is absent. Detection uses static public HTML and response headers.
This dated sample does not establish continuous availability or coverage of every input.
Business & commerce62 / 65
WooCommerce Catalog & Price Change Monitor
QA verifiedRuntime improved
Completed
Checks saved product identifiers, prices and duplicate records before comparison.
Preserves newer comparison history, reports per-store failures and keeps saved counts accurate if later output fails.
1 more completed update
Makes incomplete collection and time-limit stops explicit in the run summary.
Planned next Future work
Offer variant observations only where the public Store API supplies reliable variation prices and availability.
QA evidence & current limits +
Checked
Sample output
46 saved rows
Sample scope
Bounded QA input
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Leaving the selected scope does not establish product deletion. No private WooCommerce API or authenticated data was added.
This dated sample does not establish continuous availability or coverage of every input.
Jobs & hiring63 / 65
Workable Jobs Scraper - apply.workable.com Careers, No API Key
QA verifiedRuntime improved
Completed
Requires usable job identifiers and titles before saving.
Preserves history on time-limit stops and reports clearly when time expires before any result can be saved.
Planned next Future work
Separate comparison history by filter scope and protect overlapping scheduled runs from overwriting one another.
QA evidence & current limits +
Checked
Sample output
149 saved rows
Sample scope
Spending-capped sample
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Uses an undocumented public widget endpoint. Only successfully saved jobs are added to comparison history.
This dated sample does not establish continuous availability or coverage of every input.
Jobs & hiring64 / 65
Workday Jobs Scraper - Real Locations, No API Key
QA verifiedRuntime improved
Completed
Checks titles and public job paths and skips identities already saved in the same run.
Reports time limits reached after output and preserves comparison history when time expires.
Planned next Future work
Show per-job detail-fetch coverage and protect comparison history across overlapping scopes without silently changing job identities.
QA evidence & current limits +
Checked
Sample output
80 saved rows
Sample scope
Bounded QA input
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Optional detail failures can leave useful listing rows. Expanded locations are claimed only when detail data was returned.
This dated sample does not establish continuous availability or coverage of every input.
Social & publishing65 / 65
Zenn Developer Feed Monitor - Creators & Topics
QA verifiedAudit completed
Completed
Reviewed developer-feed parsing and collection behavior and reran the existing 56-check regression suite.
Planned next Future work
Show literal keyword evidence from titles and excerpts, with feed provenance for overlapping subscriptions.
QA evidence & current limits +
Checked
Sample output
10 saved rows
Sample scope
Bounded QA input
Run report
Output verified in this check
Billing check
Saved and charged row counts matched
Current limits
Covers publisher feed windows only. A source handle can identify a publication rather than an individual author.
This dated sample does not establish continuous availability or coverage of every input.
No matching updates
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Evidence with boundaries
What this snapshot means.
Useful evidence comes with a clear scope.
01 / Review
Code and known cases
All 65 Actors were individually reviewed. 1,623 offline regression checks passed across the three main review suites. 49 Actors received scoped runtime improvements; the other Actors received review and run-report improvements.
02 / Real sources
Bounded cloud checks
One recorded cloud QA run per Actor saved 2,186 rows in total. These used bounded default inputs and required source configuration. 20 samples stopped at an accepted spending or result limit. Each card names its sample scope.
03 / Reconciliation
Output and billing
Saved and charged row counts matched for 65 of 65 checks. Run-report output was verified for 65 Actors. A second internal review of the sampled output also passed. These are verification results for this snapshot, not performance or reliability guarantees.
A roadmap, with clear limits.
Source sites can change or become unavailable. Bounded samples do not establish every possible input, complete source coverage, or continuous uptime. Planned features remain future work. Check each Apify listing for current capabilities, source requirements, pricing, and support.