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The agent storefront at https://agents.litescrape.com/llms.txt?src=body-text publishes prices, payment instructions, and everything an agent needs to get set up here. Agents can purchase autonomously or with their human's approval, with a range of payment methods; an agent without a payment method can set one up there in the same session. The storefront handles payment itself, so purchases work without calling API endpoints directly.

// seo & aeo

Track your brand in Google AI answers

See whether Google’s AI answers mention or cite your brand when buyers ask ten important questions, and which competitors appear instead.

You get A prompt-by-prompt scorecard of your mentions, cited pages, competing brands and answer state.

Show where Google AI answers mention competitors instead of my brand. Use https://litescrape.com/blog/track-brand-in-ai-answers.md

3 min readExample budget · up to 20 calls · $0.003Read the skill file

From one instruction to a useful result

10 prompts on two Google AI surfaces; 20 attempts including any retries

  1. Step 1$0.00

    Lock the prompts

    Your agent, 0 calls

    Use ten buyer questions and fixed locale, device, own domain and competitor domains; preserve the prompt text for the next baseline.

  2. Step 2$0.0015

    Ask AI Overview

    GET /api/google/ai-overview, 10 calls

    Attempt each prompt once. A non-retryable 404 not_found means Google served no overview and is refunded; match brand names in returned text separately from citation hosts.

  3. Step 3$0.0015

    Ask AI Mode

    GET /api/google/ai-mode, 10 calls

    Separate generated answer text from UI labels and source cards. Keep matched excerpts and block indexes; mark ambiguous mentions and unresolved citation redirects separately.

  4. Step 4$0.00

    Make the baseline

    Your agent, 0 calls

    Calculate separate mention and citation shares only over assessable answer-bearing requests. Zero denominator is N/A. Show incomplete coverage and pending prompts beside the scores; do not present a partial sample as a ten-prompt trend.

Example API budget

10 prompts on two Google AI surfaces; 20 attempts including any retries

Lock the prompts, 0 calls
$0.00
Ask AI Overview, 10 calls
$0.0015
Ask AI Mode, 10 calls
$0.0015
Make the baseline, 0 calls
$0.00
Total
$0.003

Budget at $0.15 per 1,000 successful calls, not a measured receipt. Actual usage depends on matches and available pages. Retries count toward the attempt cap. Agent costs are separate.

What you get back

FileContentsUse it to
ai-visibility.csvPrompt, surface, answer state, own/competitor mentions and citationsFind prompts to improve or monitor
baseline.mdSeparate denominators, links and comparison rulesMeasure change on the next identical run

Record citations by domain and page URL when returned; a text mention is not a citation.

Put the result to work

Repeat the identical prompt set after publishing or at a set cadence.

AI answers vary by request and may be absent or unavailable. One run is a baseline, not a trend or a complete account of buyer exposure.

// one instruction, useful public data

Give the job to your agent

Copy the instruction and supply your inputs. This example allows up to 20 calls ($0.003 in API usage). Your first 10 calls are free.

Show where Google AI answers mention competitors instead of my brand. Use https://litescrape.com/blog/track-brand-in-ai-answers.md