Gener8 Labs
For GEO, AEO & AI-search optimisation platforms

Strengthen your GEO/AEO platform with Gener8's data

Brands come to you to win visibility inside AI answers. Proving and improving that visibility takes real prompts, real citations and the reasoning behind them - not just a synthetic prompt list run on a schedule. Gener8's consented panel is the behavioural layer underneath every score you report.

Which running brand is best value?
ChatGPT62%
Gemini48%
AI Overviews55%
Perplexity31%
real demand

As featured in

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What real prompt data unlocks in your platform

Wherever your platform scores, explains or improves AI visibility, Gener8 grounds it in real behaviour:

Citation & source tracking

Grounded in the real prompts that cite client content

See the real prompts that cite a client's pages, which competitors appear alongside them, and where a client is missing from answers its competitors are already winning.

Cross-engine Share of Voice & benchmarking

Weighted by real prompt volume across 8+ engines

Track brand Share of Voice across ChatGPT, Gemini, AI Overviews, Perplexity and more, weighted by how often real people actually ask rather than a fixed prompt list.

Answer-reasoning analysis

Revealed by real model reasoning, queries & links

Go beyond the answer to the model's own thinking, the queries it runs and the links it opens, so you can explain why a brand is cited and what it takes to earn one.

Multi-turn conversation optimisation

Deepened by real, multi-turn conversations

Optimise for how real conversations unfold across follow-ups and added context, extending recommendations beyond one-shot prompt testing.

Visibility-to-purchase attribution

Proven against real conversions

Connect AI mentions and citations to the real site visits and validated purchases that follow, so GEO and AEO work can be tied to business outcomes.

ChatGPT0%
Gemini0%
AI Overviews0%
Perplexity0%
real prompt volume

reasoning

queries

links

1.2k

Gener8 powers the world's best GEO/AEO companies

Plan me a weekend trip to Paris

Billions

of real user behaviour events

ChatGPT
Gemini
Claude
Perplexity
Grok
AI Overviews
AI Mode
Alexa

8+

LLMs covered (ChatGPT, Claude, Gemini, AI Overviews, Perplexity…)

100%

consented & compliant (GDPR, CCPA) · Ethically sourced

100K+

people actively sharing GenAI interactions

Synthetic prompts got you started. Real behaviour makes it true.

  • A prompt list your team maintains
    The prompts real people actually send
  • Every prompt weighted the same
    Weighted by real query frequency
  • Single, one-shot prompts
    Real, multi-turn conversations
  • Stops at the visibility score
    Linked to real site visits and purchases
  • Batch, on a schedule
    Real-time feed

From consented panel to your platform

People opt in

Our metered panel members choose to share their behaviour and are rewarded for it — the foundation of every feed.

We capture the full picture

The prompts people send, the answers and citations they get, the model's reasoning, and what they browse and buy, all resolved to a single user ID.

You receive it your way

Real-time feeds delivered in the format and cadence your platform needs.

You score with confidence

Ground every visibility metric, recommendation and report in real behaviour.

Built on consent

100% consented & compliant

every data point is opted-in

Ethically sourced

users are rewarded for sharing their data

Nationally representative panels

the sample reflects real populations, not a skew

One user ID

the only way to honestly link a prompt to a site visit to a purchase

See the data behind your visibility scores

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