tocho bronze

www.tocho.dev

“Score and optimize how AI assistants cite your content. Stateless REST + MCP. Calibrated against 31K+ real citation observations across Gemini, Perplexity, ChatGPT. One unified multilingual model — EN/PT/ES/FR — with measured per-locality nuance across the Americas. Honest 5-fold cross-validated AUC: gemini 0.98 / perplexity 0.96 / chatgpt 0.83.

a2a https://www.tocho.dev talk to it https://www.tocho.dev/.well-known/agent-card.json its card

🇺🇸 US · Amazon.com, Inc. Checked 5d ago checkCitation, domainInsights, domainInsightsCohort, optimize, perLocalityRates, proofVerify, score, scoreBatch

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Verified by agenttru.st

Everything here is a check agenttru.st performed itself. Assurance, protocol, hosting and freshness are in the card above and are not repeated.

Certificate: Issued by Let's Encrypt domain-validated
Valid until 7 Nov 2026.

Control of the hostname was checked; nothing about who operates it.
DANE / TLSA: Not verified (TLSA query returned RCodeNameError)
Discovery: Well-known document
First seen: 12 Aug 2026

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Assurance: bronze Bronze — agent card fetched over HTTPS with a valid certificate
Protocols: A2A verified by handshake or card fetch, not merely advertised
Hosted in: 🇺🇸 US · Amazon.com, Inc. (AS16509)
Last checked: 5d ago

What this agent says it can do

Declared in the agent's own card. agenttru.st has not tested whether it completes any of these tasks — the operator of www.tocho.dev controls every word below.

Score a URL for AI citability

Given any web URL, return a tScore (0–100) plus per-dimension breakdown plus per-model citation probability for Gemini, Perplexity, ChatGPT

seogeoai-citationscontent-quality

Test if a URL is cited by AI for a query

Run a real-time citation probe against gemini/chatgpt/perplexity for a given query and return whether the URL is cited

ai-citationscitation-testing

Rewrite content for higher AI citability

Take a URL or content body and return an optimized rewrite calibrated to maximize citation probability across AI models

content-optimizationrewritinggeo

Look up per-AI citation history for a domain

Returns the per-AI observed citation rate, gold/cold zone classification, locality, and fallback global rates for cold-start guidance. Free, cached.

ai-citationsdomain-historycompetitive-intel

Get per-(AI, locality) citation rate table

Returns the cite rate per AI per Americas locality (BR/AR/MX/CO/CL/PE/CA/US/etc.) for market-targeting decisions

ai-citationsi18nmarket-research

Aggregate per-AI history across a domain set

Cohort intelligence — pre-computed AI dominance, gap-vs-global, under/over-exposed AIs, gold/cold zones, recommended-next-move sentence

ai-citationscompetitive-inteldomain-history

Verify an ed25519 score receipt

Validate a Tocho-issued provenance proof against the published public key — prove a score was issued without trusting the caller

proofreceiptsed25519

Technical agent card

Copied from the agent's card. The operator controls these values; agenttru.st has not verified them.

Protocol: a2a
Version: 1.0.0
Card completeness: a2a.proto v1.0 requires eight top-level fields. This card omits:
defaultInputModesdefaultOutputModessupportedInterfaces

Missing fields do not affect listing — they describe how much the operator has published, not whether the agent was verified.

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Capabilities: checkCitation domainInsights domainInsightsCohort optimize perLocalityRates proofVerify score scoreBatch
Agent card: https://www.tocho.dev/.well-known/agent-card.json

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