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Tabstack

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Managed web research and extraction API · Official-source review 2026-10-09

Tabstack returns cited research answers, extracted page text or schema-matched JSON through managed web APIs. Hosted automation can navigate public websites; its open-source Pilo engine is the self-hosted path.

Updated 2026-10-09View sources
Official website
Category
Managed web research and extraction API
Free access
10,000 introductory credits without a card, not an ongoing monthly free allowance.
API access
HTTP API, Python/TypeScript SDKs and CLI, with LangChain, Vercel AI SDK, Mastra and LlamaIndex integrations advertised.

Is Tabstack right for you?

A good fit for

Relevant to applications needing a managed retrieval and citation workflow while checking source accuracy and hosted-data processing.

Before you choose

Starter $10/month: 100,000 credits, Fast Research, 15 requests/min; Team $99: 500,000, Balanced Research, 25/min; Pro $499: 3M, 100/min. Overage $0.30/1,000 credits on Starter/Team, $0.25 on Pro; default caps apply. Markdown extraction 10 credits, JSON 50, Generate/Automate 100/action, Fast Research 250 and Balanced 350/action; research/automation can use multiple actions. Hosted Automate cannot log in and sends task/page content to contracted model providers. No-training policy is not wholly local processing. No endpoint called or citation result validated.

Workflow and handoff

Start with non-sensitive sources, inspect cited claims and credit consumption, then set overage caps before production use.

Pricing and practical limits

Starter $10/month: 100,000 credits, Fast Research, 15 requests/min; Team $99: 500,000, Balanced Research, 25/min; Pro $499: 3M, 100/min. Overage $0.30/1,000 credits on Starter/Team, $0.25 on Pro; default caps apply. Markdown extraction 10 credits, JSON 50, Generate/Automate 100/action, Fast Research 250 and Balanced 350/action; research/automation can use multiple actions. Hosted Automate cannot log in and sends task/page content to contracted model providers. No-training policy is not wholly local processing. No endpoint called or citation result validated.

Review method

Official product evidence reviewed on 2026-10-09; product artwork inspected visually. No hands-on vendor application test was performed. Application performance, security claims and plan enforcement were not independently tested.

What it can do

Features & capabilities

Unknown is different from unavailable. Each fact carries its own evidence.

CapabilityValueEvidenceChecked
Product workflowTabstack returns cited research answers, extracted page text or schema-matched JSON through managed web APIs. Hosted automation can navigate public websites; its open-source Pilo engine is the self-hosted path.Facts sourced2026-10-09
Pricing and restrictionsStarter $10/month: 100,000 credits, Fast Research, 15 requests/min; Team $99: 500,000, Balanced Research, 25/min; Pro $499: 3M, 100/min. Overage $0.30/1,000 credits on Starter/Team, $0.25 on Pro; default caps apply. Markdown extraction 10 credits, JSON 50, Generate/Automate 100/action, Fast Research 250 and Balanced 350/action; research/automation can use multiple actions. Hosted Automate cannot log in and sends task/page content to contracted model providers. No-training policy is not wholly local processing. No endpoint called or citation result validated.Facts sourced2026-10-09

Understand the total cost

Tabstack pricing & plans

Starter

$10.00 /mo

Monthly; overage extra

Included scope
100,000 credits; Fast Research

Pro

$499.00 /mo

Monthly; overage extra

Included scope
3M credits; 100 requests/min
Explore pricing & history

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The practical questions

Frequently asked questions

Was the application hands-on tested?

No. This listing is based on dated official-source evidence and a visual artwork check. Unconfirmed costs and restrictions are identified explicitly.

What is Tabstack used for?

Tabstack returns cited research answers, extracted page text or schema-matched JSON through managed web APIs. Hosted automation can navigate public websites; its open-source Pilo engine is the self-hosted path.

Does Tabstack have a free plan?

10,000 introductory credits without a card, not an ongoing monthly free allowance.. This record does not confirm an ongoing free plan.

How much does Tabstack cost?

The listed monthly price is $10.00 USD at monthly billing. See the plan cards for entitlements, billing commitments and seat minimums.

Can I use Tabstack through an API?

HTTP API, Python/TypeScript SDKs and CLI, with LangChain, Vercel AI SDK, Mastra and LlamaIndex integrations advertised.. API access and subscription access may have different terms; consult the linked sources.

What should I check before choosing it?

Starter $10/month: 100,000 credits, Fast Research, 15 requests/min; Team $99: 500,000, Balanced Research, 25/min; Pro $499: 3M, 100/min. Overage $0.30/1,000 credits on Starter/Team, $0.25 on Pro; default caps apply. Markdown extraction 10 credits, JSON 50, Generate/Automate 100/action, Fast Research 250 and Balanced 350/action; research/automation can use multiple actions. Hosted Automate cannot log in and sends task/page content to contracted model providers. No-training policy is not wholly local processing. No endpoint called or citation result validated.

Price history

No retained pricing changes yet. A current price alone does not establish a historical trend.

How this profile is supported

Official product information

Current official product source read individually; product artwork inspected visually.

Read original source ↗

Facts apply to the named version and check date. Send a sourced correction if something changed.