AI agent tools: the data and APIs an agent needs
The AI agent tools that matter most fetch real data. A plain map of the jobs agents call tools for, and how to connect them without a dozen keys.
The looot team · · 7 min read
The AI agent tools that matter most fetch real data. A plain map of the jobs agents call tools for, and how to connect them without a dozen keys.
The looot team · · 7 min read
What an AI sales agent can do with live data today: find companies, find and verify emails, enrich lists and research accounts, and where a human decides.
Walid Boulanouar · · 8 min read
What an AI SEO agent can do with live data today: keyword research, SERP checks, trend checks and backlink audits. Costs, review steps and limits.
Walid Boulanouar · · 8 min read
Lists of backlink sites go stale and mix good and bad. Pull real sources from competitors' link profiles with an agent, then pick the ones worth pursuing.
The looot team · · 8 min read
Let an AI agent build a small CRM in your own Supabase project. The five tables, the loop, seven rules, the exact prompt and one step not available yet.
Walid Boulanouar · · 5 min read
Generative engine optimization (GEO) and answer engine optimization explained. What to measure, a page checklist, and how an agent runs the checks.
Walid Boulanouar · · 5 min read
An LLM router picks a model for each request. It does not route the data and tool calls an agent makes. Where each kind of routing fits, and how fallback works.
Walid Boulanouar · · 7 min read
An MCP gateway puts many tools behind one connection, one login and one bill. How it works, when you need one, and what looot's gateway does.
The looot team · · 7 min read
Picking a multi-agent framework is a control-flow choice. Data access is a separate one. How to give every agent the same tools, one token and one cost record.
Walid Boulanouar · · 7 min read
How an agent builds a local lead list from Google Maps: search, details, website, email. The steps, a prompt to paste and what to check first.
Walid Boulanouar · · 5 min read
What vibe marketing means in practice, a four step workflow for an AI agent with live data, the jobs it does well, and the checks that keep it from guessing.
Walid Boulanouar · · 8 min read
Waterfall enrichment tries one data provider, then the next on a miss. How it works, why order matters, a prompt to run it with an agent, and the limits.
Walid Boulanouar · · 5 min read