EN
Log inGet started for free

AI Search & LLM Brand Visibility

When customers ask AI, is your brand in the answer?

ChatGPT, Perplexity, Copilot, Google AI Overviews — cited or omitted, no middle ground. GEO turns this into a measurable metric.

Start Free Trial

Core Advantages

Answers as metrics

AI responses are no longer a black box. Brand mentions, citation sources, competitor presence — all quantified, all comparable.

Positioned and reproducible

Same prompts, same market, same cadence, every week. Trends you can trust, anomalies you can catch — manual checking can't do this.

Sources, traceable

Not just whether you're mentioned, but which websites AI cites. Where to place content — the data tells you.

Search + reading, unified

Cross-reference SERP rankings with AI citations under one account. Both tracks of visibility, one report.

190+ markets, positioned

You monitor AI answers from your target market, not a blurred mix of regions.

What You Measure

Five metrics, one health report for your brand in the AI world:

Share of voice

Percentage of category answers mentioning you

Mention sentiment

Positive, neutral or negative, per engine

Prompt win rate

Your frequency relative to each competitor

Citation sources

The exact websites AI draws from

Answer volatility

How stable your presence is

The Monitoring Loop

Five steps, one round per week:

  1. Design prompts — 50–100 real buyer questions per product line
  2. Query engines — run across four AI engines, market-consistent
  3. Parse answers — mentions, sentiment, sources, competitors — structured
  4. Score — aggregate into share of voice and win rates
  5. Act — fill content gaps, pursue cited sources, correct misstatements

Next round verifies what your actions changed.

What Thordata Provides

  • Web Scraper API — stable access to AI engines' public answer pages, supporting thousands of prompt × engine × market combinations weekly
  • SERP API — real-time Google/Bing/DuckDuckGo results for ranking-vs-citation cross-checks
  • Residential proxies — build your own collectors on the 100M+ IP pool, full control

One account, combined as needed.

Typical Use Cases

Compliance Guardrails

Public, non-login surfaces only. Platform terms respected, responsible frequencies. Generated answers are opinion signals — cross-validate before deciding.

Frequently asked questions

SEO competes for rankings; GEO competes for citations. The measure shifts from position to mentions, citations and share of voice.

Yes. AI engines generate answers on public web pages that can be queried programmatically. Fixed prompts + consistent geography = a measurable dataset.

50–100 per product line to start, across major engines and core markets.

No. Samples too small, frequencies unstable, regions mixed — you get anecdotes, not data.

Yes. Unmentioned = content gap. Cited sources = placement targets. Competitors present = battle lines.