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Scout by Optimly

ai.optimly/scout
3 toolsHTTPregistry active
Summary

Query Optimly's AI Brand Directory to audit how major language models perceive brands. This connects to Scout's API to search through 60,000+ indexed brands and check their visibility across ChatGPT, Claude, and Gemini. You'd reach for this when managing brand presence in AI responses or researching how LLMs represent competitors. The directory tracks brand profiles that AI models construct from training data, letting you verify what these systems surface when users ask about products, companies, or services. Useful for marketing teams monitoring AI-driven discovery and SEO professionals adapting to conversational search patterns.

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Keep your Mac awake
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Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →
Context.devContext.dev
Context.dev
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
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Make money from your Skills
Make money from your Skills
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AppSignal
Monitor with ease. Code with confidence.
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CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
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Keep your Mac awake
Keep your Mac awake
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →
Context.devContext.dev
Context.dev
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Make money from your Skills
Make money from your Skills
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
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Tools

Public tool metadata for what this MCP can expose to an agent.

3 tools
brand_lookupLook up brand data from the Optimly AI Brand Directory. Search by slug (exact match), name (fuzzy), or category. Returns brand name, archetype, BAI score/tier, category, sentiment, AI readiness, and more. Unauthenticated callers get a slim response with gated fields; authentic...3 params

Look up brand data from the Optimly AI Brand Directory. Search by slug (exact match), name (fuzzy), or category. Returns brand name, archetype, BAI score/tier, category, sentiment, AI readiness, and more. Unauthenticated callers get a slim response with gated fields; authentic...

Parameters* required
namestring
Brand name to search for (e.g. 'Salesforce'). Fuzzy match.
slugstring
Brand slug for exact match (e.g. 'stripe', 'hal9'). Preferred lookup method.
categorystring
Filter brands by category (e.g. 'Fintech', 'E-commerce Platform')
category_browseBrowse the Optimly AI Brand Directory taxonomy. Use action='list' to see all 40+ categories with brand counts, or action='detail' with a slug to explore a specific category and its top brands. Free tier returns category overview with top 5 brands; authenticate for complete bra...2 params

Browse the Optimly AI Brand Directory taxonomy. Use action='list' to see all 40+ categories with brand counts, or action='detail' with a slug to explore a specific category and its top brands. Free tier returns category overview with top 5 brands; authenticate for complete bra...

Parameters* required
slugstring
Category slug (required for action='detail'). Get valid slugs from action='list'. Example: 'fintech-financial-services', 'saas-cloud-software'
actionstring
'list' to see all categories, 'detail' to explore a specific categoryone of list · detail
discovery_intentTell Optimly Scout what your user is researching — which brands they're comparing, what problem they're solving, what category they're exploring. Use action='start' to get the structured questionnaire, then action='submit' with answers to get matched brands and categories from...8 params

Tell Optimly Scout what your user is researching — which brands they're comparing, what problem they're solving, what category they're exploring. Use action='start' to get the structured questionnaire, then action='submit' with answers to get matched brands and categories from...

Parameters* required
actionstring
'start' to get the intent questionnaire, 'submit' to send answers and get recommendationsone of start · submit
use_casestring
What's the specific use case?
agent_contextstring
What is your agent doing with this information? (e.g., building a comparison, making a recommendation)
buyer_personastring
Who is the buyer or decision-maker?
problem_spacestring
What problem is the user trying to solve?
category_soughtstring
What category or market segment is being explored?
brands_mentionedarray
Which brands has the user mentioned or is comparing?
comparison_criteriaarray
What criteria matter most for this decision?
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CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Keep your Mac awake
Keep your Mac awake
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →
Context.devContext.dev
Context.dev
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Make money from your Skills
Make money from your Skills
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
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Categories
AI & LLM Tools
Registryactive
TransportHTTP
UpdatedApr 18, 2026
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