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last run 2026-11-02 17:19:28 Star · +500 credits 302

Settings

Pick the engines you want tracked, connect the provider that reaches them, decide how often a pass runs, and set a ceiling on how much runs in a day.

Brand

What every answer is searched for. Use the name answers write for your product; the domain and its name part always count too.

Engines

5 tracked

A target is one engine reached one way: the vendor's model with web search on, or the answer a person sees in the product. They measure different things, so each target is tracked on its own and never averaged with another.

ChatGPT

chat engine
tracked
chatgpt:limelit last answer Nov 2, 17:19 UTC
Not built yet: OpenRouter, Cloro, Bright Data, Oxylabs, Olostep.

Claude

chat engine
Not built yet: OpenRouter.

Perplexity

chat engine
tracked
perplexity:limelitapi last answer Nov 2, 17:17 UTC
Not built yet: OpenRouter, Cloro, Bright Data, Oxylabs, Olostep.

Gemini

chat engine
tracked
gemini:limelit last answer Nov 2, 17:19 UTC
Not built yet: OpenRouter, Cloro, Bright Data.

Google AI Overview

search surface
tracked
ai_overview:limelit never run
Not built yet: Bright Data, Oxylabs.

Google AI Mode

search surface
tracked
ai_mode:limelit last answer Nov 2, 17:19 UTC
Not built yet: Cloro, Bright Data, Oxylabs, Olostep.

Bing Copilot

search surface
Not built yet: Bright Data.

Provider keys

You pay your providers directly, at their rates. Keys are encrypted on this machine and are never returned by the API or the MCP tools. An exported environment variable always wins over a value saved here.

OpenRouter not built yet

One key, four engines. The quickest way to a first number. Reaches ChatGPT, Claude, Gemini, Perplexity.
Get a key
not set

OpenAI

ChatGPT's model with web search on, billed per token. Reaches ChatGPT.
Get a key
not set

Anthropic

Claude with web search on. Claude has no consumer surface to scrape. Reaches Claude.
Get a key
not set

Perplexity

Sonar models, always grounded in web results. Reaches Perplexity.
Get a key
not set

Google AI Studio

Gemini with Google Search grounding. Reaches Gemini.
Get a key
not set

DataForSEO

The Google AI surfaces, which have no API at all. Reaches ChatGPT, Gemini, Google AI Mode, Google AI Overview, Perplexity.
Get a key
not set
not set

SearchApi

Google AI surfaces plus Bing Copilot. Reaches Bing Copilot, Google AI Mode, Google AI Overview.
Get a key
not set

Cloro not built yet

Consumer answers as markdown with their sources. Reaches ChatGPT, Gemini, Google AI Mode, Perplexity.
Get a key
not set

Bright Data not built yet

The widest surface coverage of the scrapers. Reaches Bing Copilot, ChatGPT, Gemini, Google AI Mode, Google AI Overview, Perplexity.
Get a key
not set

Oxylabs not built yet

Scraped consumer surfaces, priced per request. Reaches ChatGPT, Google AI Mode, Google AI Overview, Perplexity.
Get a key
not set
not set

Olostep not built yet

Web data infrastructure, with the chat surfaces parsed. Reaches ChatGPT, Google AI Mode, Perplexity.
Get a key
not set

Limelit Cloud free allowance

No vendor keys: sign in at limelit.co with Google, press Create my key, paste it here. A monthly allowance covers ChatGPT, Gemini, Google AI Overviews, AI Mode and Perplexity. Prompts pass through Limelit Cloud; answers stay here. Reaches ChatGPT, Gemini, Google AI Mode, Google AI Overview, Perplexity.
Get a key
saved here

Schedule

A pass asks every active prompt of every tracked target, up to the ceiling below. It runs inside limelit serve, so the server has to be up. The Run now button starts one pass on demand.

Run ceiling

25 used today.

A ceiling on surprise, not a budget. Nothing here converts anything to money.

MCP over HTTP

set in the environment

An MCP client that connects to this running instance sends a bearer token with every request. Without one the endpoint refuses everything. limelit mcp over stdio needs no token.

The token comes from LIMELIT_MCP_TOKEN in the environment, which always wins over one saved here. Change it there and restart.

Advanced: add a target by hand

Written engine:provider[:model][:online], which is the only way to pin a model. Engines: ai_mode, ai_overview, bing_copilot, chatgpt, claude, gemini, perplexity.