SiteList review score
Exceptional technical positioning and AI search readiness. A 50MB payload leak on the /mako route requires resolution.
Reviewed on Aug 18, 2026
TinyFish — The web operating layer for AI agents
tinyfish.ai
Unclaimed listingIs this your site?
Claim itWhat it does
TinyFish provides enterprise infrastructure for AI web agents. Run hundreds of websites simultaneously to navigate, authenticate, extract data, and automate web workflows with a fully serverless architecture.
Two ratings
Verified user rating
—
No verified reviews yet — the evidence locker is empty.
Screenshots
Captured during our latest review on Aug 24, 2026
Pricing details
Agent is $0.016 per step and Browser is $0.002 per minute, metered against Wallet funds. No plans, no monthly minimum. Billed usage.
View sourceKey features
Search
search_and_fetch
Fast, structured web search.
Fetch
search_and_fetch
Retrieves any URL to clean content.
Agent
automation
Multi-step web automation for AI workflows.
Browser
browser_cloud
Cloud browser sessions for live web interaction.
Who it’s for
Price monitoring
Tracking and analyzing competitor or market prices at scale.
Market intelligence
Gathering competitive and industry data for strategic analysis.
QA testing
Automating web workflows to validate application behavior.
Insurance quoting
Extracting structured data from insurance portals for rate calculations.
Buyer questions
Questions buyers actually ask
What is the Wallet?
A prepaid balance on your account. Agent and Browser draw from it as they run; Search and Fetch never do.
How do I add funds?
Add a card, then add funds to your Wallet — $10.00 minimum. After your first deposit you can turn on auto-reload so the balance refills itself.
What happens when my Wallet reaches $0?
Nothing breaks. Search and Fetch keep running within their limits, since neither ever draws from the Wallet.
Is there a monthly plan?
No. There are no recurring Wallet plans. You fund the Wallet and pay for the Agent and Browser usage you actually run.
Are Search and Fetch really free?
Yes, Search at 30 requests / min, Fetch at 150 urls / min. No charge, no Wallet draw, and they keep working at a $0 balance.
Can I raise concurrency or rate limits?
Yes. Accounts start at 2 concurrent runs on Agent and 5 concurrent sessions on Browser, and both go up.
I'm on a legacy credit plan. Where do I see my pricing?
Your credit rates and balance live in your account dashboard. Sign in and they are all there.
Product FAQ information · View source
The expert review
TinyFish earns an 81/100 score for its exceptionally clear technical positioning and world-class AI search readiness. While the developer-first messaging is a major strength, a critical 50MB payload leak on the /mako route remains a material performance weakness.
81/100: Exceptional technical foundation with a critical performance bottleneck.
Verified user reviews
0 verifiedNo reviews yet. The evidence locker is empty.
Reviews from verified users appear here once approved.
Reviews are from the SiteList community. Some reviewers received incentives — disclosed in the review, always. The verdict is never for sale.
Scores across 13 dimensions
Brand & experience
Performance
Content & editorial
Trust & decision surfaces
Search & discoverability
Docs & measurement
- Domain
- tinyfish.ai
- Category
- SEO tools
- Pricing
- Usage-based · $0–$0.02
- Platforms
- api
- Last checked
- Aug 18, 2026
- Public dimensions
- 13
Similar tools
Home
Gemmetric screenshot 1 of 4: Home
Gemmetric
Score 85 out of 100 — Stronggemmetric.ai
AI Visibility software that scores how clearly a business appears across its own site, external sources, and current AI answers, then provides prioritized diagnostics and monitoring to improve those signals.
Home
Brandpresence screenshot 1 of 4: Home
Brandpresence
Score 84 out of 100 — Strongbrandpresence.dev
BrandPresence is an AI search visibility monitoring platform that tracks brand mentions, citations, and recommendations across AI platforms like OpenAI, Perplexity, and Google Gemini. It allows marketing and SEO teams to monitor buyer questions, compare provider answers, and identify visibility gaps.
Home
Citedintel screenshot 1 of 4: Home
Citedintel
Score 84 out of 100 — Strongcitedintel.com
Cited is an evidence-first generative engine optimization (GEO) and AI SEO platform. It tracks brand visibility and recommendations across AI engines like ChatGPT, Claude, and Perplexity, analyzes competitive gaps, and provides ready-to-publish content drafts to improve AI search rankings. The platform also performs technical AI readiness scans and provides outreach leads for earned media placements.
Home
Auditae screenshot 1 of 4: Home
Auditae
Score 83 out of 100 — Strongauditae.app
AuditAE is a web-based AI visibility platform that checks whether ChatGPT, Perplexity, Google AI Overviews, and Gemini mention or cite a brand for buyer prompts, and reports citations, sources, competitors, rankings, and Core Web Vitals.