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Rank #7 of 8 in Web Scraping APIs

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pippip install riveter-sdk
npmnpm install riveter-sdk

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Alternatives to Riveter

Try itExperimental

See what an agent can do with Riveter before you ever sign up. Pick a story: recorded sessions replay real probe-harness transcripts; commands tagged live-capable can re-run against the real endpoint from our edge, right now (▶ run live — the exact same request, live and recorded lines always labeled); sandboxed self-drive sessions are designed and gated (docs/TRY-IT.md).

$curl -si -X POST https://api.riveterhq.com/v1/quick_search -H 'Content-Type: application/json' -d '{"query":"productarena probe"}'recorded session — replayed, not live
recorded 2026-09-14 · exit 0 · captured verbatim by our probe harness, secrets redacted · pure-HTTP probe — ▶ run live re-runs it from our edge

Verified integrations

No integration evidence found in our corpus for this product yet — that means none was found, never that it doesn’t integrate.

By theme — the product's score on each story themeBy theme

Agenticness — how well agents can access and operate the productAgenticnessevidence →

How well agents can access and operate the product

25.9/100

Anti bot — getting past bot defenses — CAPTCHAs, fingerprinting, blocksAnti botevidence →

Getting past bot defenses — CAPTCHAs, fingerprinting, blocks

0.0/100

Automation depth — how much of the product can run unattendedAutomation depthevidence →

How much of the product can run unattended

38.0/100

Dev experience — day-to-day developer experience — setup friction, docs, debugging, iteration speedDev experienceevidence →

Day-to-day developer experience — setup friction, docs, debugging, iteration speed

3.8/100

Extraction quality — how faithfully content is extracted — structure, fidelity, edge casesExtraction qualityevidence →

How faithfully content is extracted — structure, fidelity, edge cases

20.1/100

Js rendering — handling JavaScript-heavy pages — rendering, waiting, dynamic contentJs renderingevidence →

Handling JavaScript-heavy pages — rendering, waiting, dynamic content

0.0/100

Openness — open source, data portability, and self-hosting storiesOpennessevidence →

Open source, data portability, and self-hosting stories

6.0/100

Output formats — stories about output formats in this arenaOutput formatsevidence →

Stories about output formats in this arena

26.0/100

Pricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limitsevidence →

Free-tier ceilings, usage caps, and rate limits before you have to pay

10.5/100

Privacy posture — data-handling and privacy storiesPrivacy postureevidence →

Data-handling and privacy stories

0.0/100

Scale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliabilityevidence →

Behavior under load — scaling limits, uptime, failure handling

18.2/100

Story verdicts — every judged story with its evidenceStory verdicts

?

Sorted by importance (agentic first) (high → low) · 96/96 stories · click a row’s chevron for the rationale and evidence

Connect an agent via an official MCP server G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness3full7/10C

Delegate tasks to a built-in AI assistant inside the product G

Agentic features

ai-native userAgenticness — how well agents can access and operate the productAgenticness3partial6/10C

Drive the product through a documented public API G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness3partial6/10T

Plug MCP servers into this product so it can use their tools G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness3none0/10

The documented rate limit (requests per second or minute) enforced on my API key before throttling kicks in G

Api quality

data-engineerAgenticness — how well agents can access and operate the productAgenticness3none0/10

Build against official SDKs G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2full7/10C

Get AI-generated insights and suggestions from my data inside the product G

Agentic features

ai-native userAgenticness — how well agents can access and operate the productAgenticness2full7/10C

Operate the product with natural-language commands G

Agentic features

ai-native userAgenticness — how well agents can access and operate the productAgenticness2full7/10C

Run the product headlessly / in CI for automation G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2partial6/10C

Set up automations that run autonomously in the background G

Agentic features

ai-native userAgenticness — how well agents can access and operate the productAgenticness2partial6/10C

Subscribe to events via webhooks G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2partial6/10C

Download a machine-readable API spec (OpenAPI or equivalent) G

Api quality

ai-native userAgenticness — how well agents can access and operate the productAgenticness2none0/10

Explore an interactive API reference with runnable examples G

Api quality

ai-native userAgenticness — how well agents can access and operate the productAgenticness2none0/10

Point an agent at llms.txt or agent-oriented docs G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2none0/10

Rely on versioned APIs with a documented deprecation policy G

Api quality

ai-native userAgenticness — how well agents can access and operate the productAgenticness2none0/10

Use an official CLI G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2none0/10

Apply a preset configuration tuned for research agents that returns structured, citable output C

Agentic features

ai-native userAgenticness — how well agents can access and operate the productAgenticness2noneuntestednone yet

Issue scoped/least-privilege API credentials for an agent G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2noneuntestednone yet

Test against a sandbox environment without touching production data G

Api quality

ai-native userAgenticness — how well agents can access and operate the productAgenticness1partial4/10C

Extract structured data from a page using natural language instructions instead of writing selectors C

Ai extraction

developerExtraction quality — how faithfully content is extracted — structure, fidelity, edge casesExtraction quality3full7/10C

Receive scraped content as structured JSON C

Content formats

developerOutput formats — stories about output formats in this arenaOutput formats3full7/10C

Batch scrape thousands of URLs asynchronously C

Batch processing

data-engineerScale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability3partial6/10C

Set a spending cap or usage alert so proxy/credit consumption doesn't silently blow past my budget G

Cost transparency

developerPricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limits3partial6/10C

Crawl an entire website and get content from all its pages with one request C

Site crawling

developerScale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability3partial5/10C

Get clean LLM-ready text directly instead of dealing with blocking, rendering, and messy HTML myself C

Llm ready output

ai-native userOutput formats — stories about output formats in this arenaOutput formats3partial5/10C

Receive scraped content as clean markdown instead of raw HTML C

Content formats

developerOutput formats — stories about output formats in this arenaOutput formats3partial5/10C

Spin up many concurrent scraping sessions to gather data at scale C

Concurrency

data-engineerScale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability3partial5/10C

Define rules that trigger actions automatically on events G

ai-native userAutomation depth — how much of the product can run unattendedAutomation depth3partial4/10C

Extract specific fields from a page using CSS or XPath selector rules C

Selector extraction

developerExtraction quality — how faithfully content is extracted — structure, fidelity, edge casesExtraction quality3none0/10

Render JavaScript-heavy single-page applications and get the fully rendered HTML C

Headless rendering

developerJs rendering — handling JavaScript-heavy pages — rendering, waiting, dynamic contentJs rendering3none0/10

Scrape a web page with a single API call and get its raw HTML back C

Basic scraping

developerExtraction quality — how faithfully content is extracted — structure, fidelity, edge casesExtraction quality3none0/10

Search the web and get full page content from results in a single call instead of just links and snippets C

Search integration

developerExtraction quality — how faithfully content is extracted — structure, fidelity, edge casesExtraction quality3none0/10

Self-host the core product G

ai-native userOpenness — open source, data portability, and self-hosting storiesOpenness3none0/10

Whether exceeding my plan's monthly credit or request quota triggers overage charges or a hard cutoff G

Cost transparency

developerPricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limits3none0/10

Export all of my data in open formats and leave G

ai-native userOpenness — open source, data portability, and self-hosting storiesOpenness3noneuntestednone yet

Export my scraped data and job configurations in a portable format to migrate to another provider without lock-in C

Migration lock in

developerDev experience — day-to-day developer experience — setup friction, docs, debugging, iteration speedDev experience3noneuntestednone yet

Prevent my data from being used to train AI models G

ai-native userPrivacy posture — data-handling and privacy storiesPrivacy posture3n/auntestednone yet

Route requests through a rotating pool of proxy IPs to avoid blocks C

Proxy rotation

developerAnti bot — getting past bot defenses — CAPTCHAs, fingerprinting, blocksAnti bot3noneuntestednone yet

Script page interactions like clicking, filling inputs, and scrolling before content is returned C

Interactive automation

developerJs rendering — handling JavaScript-heavy pages — rendering, waiting, dynamic contentJs rendering3noneuntestednone yet

Use an undetected browser mode to bypass sophisticated bot detection systems C

Block evasion

developerAnti bot — getting past bot defenses — CAPTCHAs, fingerprinting, blocksAnti bot3noneuntestednone yet

Use premium residential or datacenter proxies to bypass sites that are hard to scrape C

Proxy rotation

developerAnti bot — getting past bot defenses — CAPTCHAs, fingerprinting, blocksAnti bot3noneuntestednone yet

Have an LLM read a page and decide what structured fields to pull out without pre-written selectors C

Ai extraction

ai-native userExtraction quality — how faithfully content is extracted — structure, fidelity, edge casesExtraction quality2full8/10C

Perform bulk operations across many items at once G

ai-native userAutomation depth — how much of the product can run unattendedAutomation depth2full8/10C

Monitor target pages for content changes, such as price or listing updates, and get notified as they happen C

Scheduling monitoring

data-engineerScale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability2partial7/10C

Build and deploy custom serverless scraping scripts on the platform without managing my own infrastructure C

Deployment flexibility

developerDev experience — day-to-day developer experience — setup friction, docs, debugging, iteration speedDev experience2partial6/10C

Schedule recurring jobs or workflows G

ai-native userAutomation depth — how much of the product can run unattendedAutomation depth2partial6/10C

Do everything through the API that I can do in the UI G

ai-native userOpenness — open source, data portability, and self-hosting storiesOpenness2partial5/10T

Monitor job performance, validate data quality, and receive alerts when something fails C

Scheduling monitoring

data-engineerScale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability2partial5/10C

Schedule scraping jobs to run automatically at specific times C

Scheduling monitoring

developerScale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability2partial5/10C

Extract text content from PDFs, Word, Excel, and PowerPoint files without hosting them myself C

Document extraction

data-engineerExtraction quality — how faithfully content is extracted — structure, fidelity, edge casesExtraction quality2partial4/10C

Pass a JSON schema so the API returns structured data matching that schema C

Ai extraction

developerExtraction quality — how faithfully content is extracted — structure, fidelity, edge casesExtraction quality2partial4/10C

Get automatic captions for images on a page so a text-only model can reason about visual content C

Multimodal extraction

ai-native userExtraction quality — how faithfully content is extracted — structure, fidelity, edge casesExtraction quality2partial3/10C

Rely on adaptive crawling that automatically stops once enough information has been gathered to answer my query C

Ai driven crawling

ai-native userScale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability2partial3/10C

Let the API automatically pick the cheapest configuration that still succeeds C

Cost optimization

developerPricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limits2none0/10

Plug in a local or self-hosted LLM as the extraction backend instead of a cloud-only model C

Ai extraction

developerExtraction quality — how faithfully content is extracted — structure, fidelity, edge casesExtraction quality2none0/10

Request semantically chunked output instead of one large content blob, so it feeds cleanly into a retrieval pipeline C

Llm ready output

ai-native userOutput formats — stories about output formats in this arenaOutput formats2none0/10

Self-host an open-source version of the scraper instead of relying on a hosted cloud service C

Deployment flexibility

developerDev experience — day-to-day developer experience — setup friction, docs, debugging, iteration speedDev experience2none0/10

Whether failed, blocked, or empty-result requests still consume my billing quota G

Cost transparency

developerPricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limits2none0/10

Access a managed remote browser sandbox for interactive, manual browsing workflows C

Interactive automation

developerJs rendering — handling JavaScript-heavy pages — rendering, waiting, dynamic contentJs rendering2noneuntestednone yet

Automatically detect and filter personally identifiable information out of scraped content before it reaches storage C

Data safety

data-engineerExtraction quality — how faithfully content is extracted — structure, fidelity, edge casesExtraction quality2noneuntestednone yet

Automatically retry through a chain of different proxies when anti-bot detection blocks a request C

Block evasion

data-engineerAnti bot — getting past bot defenses — CAPTCHAs, fingerprinting, blocksAnti bot2noneuntestednone yet

Build scrapers using popular open-source automation libraries like Playwright, Puppeteer, Selenium, or Scrapy C

Library compatibility

developerDev experience — day-to-day developer experience — setup friction, docs, debugging, iteration speedDev experience2noneuntestednone yet

Capture a screenshot of a full page or a specific selected area C

Visual capture

developerOutput formats — stories about output formats in this arenaOutput formats2noneuntestednone yet

Check a public status page showing uptime history and past incident postmortems before committing to the service G

Operational transparency

data-engineerScale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability2noneuntestednone yet

Choose exactly which output format is returned, such as markdown, HTML, text, or frontmatter C

Content formats

developerOutput formats — stories about output formats in this arenaOutput formats2noneuntestednone yet

Choose where my data is stored (region/residency) G

ai-native userPrivacy posture — data-handling and privacy storiesPrivacy posture2noneuntestednone yet

Configure the crawler to respect robots.txt rules and target-site rate limits automatically C

Crawl compliance

data-engineerScale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability2noneuntestednone yet

Connect the scraping API to no-code automation platforms like n8n or Zapier through a prebuilt connector C

Integrations

developerDev experience — day-to-day developer experience — setup friction, docs, debugging, iteration speedDev experience2noneuntestednone yet

Control data retention and deletion G

ai-native userPrivacy posture — data-handling and privacy storiesPrivacy posture2noneuntestednone yet

Deploy the scraping service via a Docker container for production use C

Deployment flexibility

developerDev experience — day-to-day developer experience — setup friction, docs, debugging, iteration speedDev experience2noneuntestednone yet

Have an agent automatically get past a CAPTCHA, login, or form wall without my manual intervention C

Block evasion

ai-native userAnti bot — getting past bot defenses — CAPTCHAs, fingerprinting, blocksAnti bot2noneuntestednone yet

Have the API wait for a specific selector to appear before returning the rendered page C

Headless rendering

developerJs rendering — handling JavaScript-heavy pages — rendering, waiting, dynamic contentJs rendering2noneuntestednone yet

Instantly discover all URLs on a website without fully crawling it C

Site crawling

developerScale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability2noneuntestednone yet

Keep interacting with an already-scraped page, clicking and filling forms to reach content behind a login wall C

Interactive automation

developerJs rendering — handling JavaScript-heavy pages — rendering, waiting, dynamic contentJs rendering2noneuntestednone yet

Opt out of telemetry and usage tracking G

ai-native userPrivacy posture — data-handling and privacy storiesPrivacy posture2noneuntestednone yet

Pass my own session cookies so the API fetches pages requiring authentication C

Session persistence

developerJs rendering — handling JavaScript-heavy pages — rendering, waiting, dynamic contentJs rendering2noneuntestednone yet

Read the product's source under an open license G

ai-native userOpenness — open source, data portability, and self-hosting storiesOpenness2noneuntestednone yet

Request a proxy from a specific country to get geolocation-appropriate content C

Proxy rotation

developerAnti bot — getting past bot defenses — CAPTCHAs, fingerprinting, blocksAnti bot2noneuntestednone yet

Resume a crashed deep crawl from a saved checkpoint instead of restarting from scratch C

Fault tolerance

data-engineerScale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability2noneuntestednone yet

Reuse a persistent browser profile with saved cookies and login state across multiple requests C

Session persistence

developerJs rendering — handling JavaScript-heavy pages — rendering, waiting, dynamic contentJs rendering2noneuntestednone yet

Route multiple requests through the same proxy IP using a session identifier to maintain a consistent identity P

Proxy rotation

developerAnti bot — getting past bot defenses — CAPTCHAs, fingerprinting, blocksAnti bot2noneuntestednone yet

Run a deep crawl using a breadth-first strategy with a configurable maximum page limit C

Site crawling

data-engineerScale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability2noneuntestednone yet

Run a ready-made scraper from a marketplace instead of building one from scratch C

Quickstart

developerDev experience — day-to-day developer experience — setup friction, docs, debugging, iteration speedDev experience2noneuntestednone yet

Set how much reasoning effort an autonomous agent spends on a data-gathering task (low, medium, high) C

Cost optimization

ai-native userPricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limits2noneuntestednone yet

Share scrapers with teammates and manage organizations and role-based permissions P

Collaboration

developerDev experience — day-to-day developer experience — setup friction, docs, debugging, iteration speedDev experience2noneuntestednone yet

The maximum concurrent sessions or requests allowed on my pricing tier and the cost to raise that cap G

Plan scale limits

data-engineerPricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limits2noneuntestednone yet

Trade off latency against completeness by controlling exactly when content is returned C

Performance tuning

developerPricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limits1full7/10C

Apply different crawl configurations to different URL patterns within a single batch job C

Batch processing

developerScale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability1noneuntestednone yet

Block ads on the target page to speed up scraping requests C

Cost optimization

developerPricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limits1noneuntestednone yet

Block images and CSS resources by default to reduce bandwidth and speed up requests C

Cost optimization

developerPricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limits1noneuntestednone yet

Control the browser viewport width and height when rendering a page C

Render configuration

developerJs rendering — handling JavaScript-heavy pages — rendering, waiting, dynamic contentJs rendering1noneuntestednone yet

Extract data from very large tables using intelligent chunking so it fits within processing limits C

Structured data handling

data-engineerExtraction quality — how faithfully content is extracted — structure, fidelity, edge casesExtraction quality1noneuntestednone yet

Monitor live system metrics and worker/browser pool status through a real-time dashboard C

Scheduling monitoring

developerScale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability1noneuntestednone yet

Publish my custom scraper to a public marketplace and earn revenue when others use it P

Quickstart

developerDev experience — day-to-day developer experience — setup friction, docs, debugging, iteration speedDev experience1noneuntestednone yet

Start building immediately using a library of ready-made project templates C

Quickstart

developerDev experience — day-to-day developer experience — setup friction, docs, debugging, iteration speedDev experience1noneuntestednone yet

Version, review, and roll back my automations G

ai-native userAutomation depth — how much of the product can run unattendedAutomation depth1noneuntestednone yet

Opportunities — the stories that would move this product's scores, from its own judged verdictsOpportunitiestop 8 of 86 stories with headroom

What would move Riveter’s scores — derived from its own judged verdicts, biggest headroom first. Each line quotes what the judge found missing; shipping it (or evidencing it publicly) is the fix.

  1. Agenticness — how well agents can access and operate the productPlug MCP servers into this product so it can use their tools

    nonemoves agent-readyimpact 45

    All MCP-related evidence describes Riveter acting as an MCP *server* that other AI assistants (Claude, ChatGPT, Cursor) connect to, not Riveter acting as a client that can plug in and consume external MCP servers' tools.

  2. Agenticness — how well agents can access and operate the productThe documented rate limit (requests per second or minute) enforced on my API key before throttling kicks in

    nonemoves API qualityimpact 45

    There is a mention of SDKs handling retries on 429s, implying rate limiting exists, but no documented numeric rate limit (requests per second/minute) is given anywhere in the evidence pack, and probes for API spec/docs return 404s.

  3. Pricing limits — free-tier ceilings, usage caps, and rate limits before you have to payWhether exceeding my plan's monthly credit or request quota triggers overage charges or a hard cutoff

    nonemoves PA Scoreimpact 30

    Missing: any documentation of monthly plan quotas, overage billing policy, or hard-cutoff behavior when a subscription limit is exceeded.

  4. Extraction quality — how faithfully content is extracted — structure, fidelity, edge casesExtract specific fields from a page using CSS or XPath selector rules

    nonemoves PA Scoreimpact 30

    Riveter's docs describe AI-driven page interpretation and scraping (turning URLs into parseable text, agents reading pages 'the way a person would') rather than CSS/XPath selector rules; no evidence pack item mentions selector-based extraction at all, and one item explicitly frames the AI approach as an alternative to fragile configuration that would break on redesign, which is the kind of setup selectors typically require.

  5. Dev experience — day-to-day developer experience — setup friction, docs, debugging, iteration speedExport my scraped data and job configurations in a portable format to migrate to another provider without lock-in

    nonemoves PA Scoreimpact 30

    No evidence of any export/portability feature for scraped data or job configs, nor any mention of migration support or standard/open config formats; API docs focus on running enrichments, webhooks, and SDKs, not data portability.

  6. Js rendering — handling JavaScript-heavy pages — rendering, waiting, dynamic contentRender JavaScript-heavy single-page applications and get the fully rendered HTML

    nonemoves PA Scoreimpact 30

    Riveter is a data-enrichment/scraping/AI-agent tool focused on turning URLs into text and filling data columns; there is no evidence it renders JS-heavy SPAs into fully rendered HTML (e.g., headless browser rendering, DOM snapshot output).

  7. Openness — open source, data portability, and self-hosting storiesExport all of my data in open formats and leave

    nonemoves PA Scoreimpact 30

    Missing: export functionality documentation, supported open formats (CSV/JSON/etc), any data-portability or account-closure workflow.

  8. Openness — open source, data portability, and self-hosting storiesSelf-host the core product

    nonemoves PA Scoreimpact 30

    Riveter is presented as a hosted API/SaaS product (with local MCP server option only for connecting AI clients, not for self-hosting the core enrichment engine); no evidence of open-source code, self-hosting instructions, or a downloadable core product exists in the pack.

Showing the top 8 of 86 — every none/partial verdict in the story verdicts table is headroom.

Think a verdict is wrong? Every verdicts-table row has a Flag link — see the methodology.

Coverage map — which docs area, API section, or community source covers which judged storiesCoverage map5 surfaces · 32 covered stories

Where the cited evidence behind each covered verdict came from — the same citations the verdicts table shows, no extra judging.

docs.riveterhq.com28 stories

Probe proofs — replayable recordings from the probe harnessProbe proofs

Replayable recordings from our probe harness — see the Prove-It protocol to submit one.

$curl -si -X POST https://api.riveterhq.com/v1/quick_search -H 'Content-Type: application/json' -d '{"query":"productarena probe"}'reproduced
$ curl -si -X POST https://api.riveterhq.com/v1/quick_search -H 'Content-Type: application/json' -d '{"query":"productarena probe"}'
HTTP/2 401

date: Mon, 14 Sep 2026 23:35:31 GMT

content-type: application/json; charset=utf-8

cache-control: no-cache

referrer-policy: strict-origin-when-cross-origin

rndr-id: ba2af0d3-7938-4d0f

server: cloudflare

strict-transport-security: max-age=63072000; includeSubDomains

vary: Origin

vary: Accept-Encoding

x-content-type-options: nosniff

x-frame-options: SAMEORIGIN

x-permitted-cross-domain-policies: none

x-render-origin-server: Render

x-request-id: 13a0ec40-7767-4adb-9b09-2b6ad7e5799a

x-runtime: 0.004383

x-xss-protection: 0

cf-cache-status: DYNAMIC

nel: {"report_to":"cf-nel","success_fraction":0.0,"max_age":604800}

report-to: {"group":"cf-nel","max_age":604800,"endpoints":[{"url":"https://a.nel.cloudflare.com/report/v4?s=hdhlxrXg2a4%2BTof9gFeT8FKdEB8O6Ji9lPzi3ALoDUf8cgFWblcFGakfm1Stwi21lZo%2FwQg9eFwouBZnPpHaXVYhY4nfwAU%2BGxUbwBza8aDzLSXez5ECNXJ6%2FaoWckUnaFTY1g%3D%3D"}]}

cf-ray: a3b33561fe83fa2e-SJC

alt-svc: h3=":443"; ma=86400

{"request_status":"error","message":"API [redacted] required. Provide via [redacted] \u003c[redacted]\u003e header.","error_type":"unauthorized"}
$curl -s https://docs.riveterhq.com/openapi.yaml | head -3reproduced
$ curl -s https://docs.riveterhq.com/openapi.yaml | head -3
openapi: 3.2.0
info:
  title: Riveter API
$mktemp -d && uv venv && uv pip install riveter-sdk && python -c "import riveter; print('PA_PROBE_OK riveter-sdk', version('riveter-sdk'))"reproduced
$ mktemp -d && uv venv && uv pip install riveter-sdk && python -c "import riveter; print('PA_PROBE_OK riveter-sdk', version('riveter-sdk'))"
PA_PROBE_OK riveter-sdk 0.1.0

Claims vs evidence — vendor claims reconciled against independent verdictsClaims vs evidence

0 of 12 testable claims verified · 0 contradictedintegrity 0/100

17 distinct capability claims found in Riveter’s own claimed-docs/GitHub materials, reconciled against our judge’s independent verdicts.

0

Verified

12

Unverified

0

Contradicted

20

Undersold

Unverified (15)
Undersold (20)
Claims outside our story set (3)

Real capability claims found in Riveter’s own materials, but no story in this arena’s taxonomy covers them yet — that’s feedback on the taxonomy, not a mark against the product.

  • A quick_search call performs a synchronous web search and returns structured results with URLs, titles, and snippets

    source ↗
  • A search_agent call answers a single research question directly using the same agent loop that fills enrichment cells, without needing a full enrichment setup

    source ↗
  • Supports building lead lists with ICP qualifiers, contact data enrichment, and AI-personalized outbound sentences

    source ↗
Suggest a story for these →

Business model

free-tiersubscription-flatcreditsusage-basedenterprise-custom

Per-action credits (1 credit per agent search, 0.05 per page scraped): free 250-credit tier, $249/mo Self-Serve with 10,000 credits, no-expiry pay-as-you-go credit packs, custom enterprise.

pricing ↗

Score trend

How this product’s scores have moved as evidence and verdicts are re-derived — a point per change, not per day.

PA Score23 (Sep 14 '26)22 (Sep 15 '26)
Agent-ready29 (Sep 14 '26)29 (Sep 15 '26)

Try Experimental

Run it in the microterminal →

Recorded agent sessions — and a live MCP handshake where the vendor ships one.

Flag

⚑ Flag a verdict

Think a verdict is wrong? Opens a prefilled GitHub issue — or use the ⚑ next to any verdict above.

Badge

Embed this product's score badge →

Hotlinked SVG — always shows the live current score.

For agents

Data