01 / Measure
AI share of voice
One number your CMO actually wants: how often AI recommends you versus every competitor, averaged across thousands of prompts, not one lucky query.
Proof. The Shift Is Already Here.
AI Search, by the numbers.
3.5B
prompts generated by users every day
~90–110%
YoY growth in GenAI prompt volume by users
40–55%
of consumers rely on AI search for product research
~35–45%
of Fortune 1000 companies have dedicated AEO/GEO programs
97%
of CMOs and digital leaders report AEO/GEO had a positive impact on their business
~527%
YoY growth in AI-referred website traffic in early 2025–26
Not another SEO suite
Rank tracking tells you where you stand. Twinql tells you what to do about it.
02 / Explain
Citation intelligence
No black box. See the exact pages, threads, and reviews each model trusted to form its answer, and which ones are quietly selling your competitor.
03 / Act
The action layer
Dashboards show the problem; Twinql hands you the fix. Every week, a ranked to-do list of the sources that will move your visibility the most.
How it works
From “why isn't ChatGPT recommending us?” to a plan your team can run.
Running hundreds of prompts across three models, dodging rate limits, and parsing conversational paragraphs into clean data is our headache, not your engineering team's weekend.
- 01
Tell us who you're up against
Your brand, 2–3 competitors, and the buying prompts that matter: “best CRM for a mid-sized agency”, “Nike vs Adidas running shoes”.
- 02
We interrogate the models
Twinql runs those prompts across ChatGPT, AI Overview, and AI Mode on schedule, then clusters thousands of conversational answers into clean, trackable intents.
- 03
You see the scoreboard
Share of voice, sentiment, and citation sources, benchmarked against your competitors and tracked over time, not a one-off vanity screenshot.
- 04
You get the playbook
“To beat Competitor A, get mentioned on these two links. ChatGPT cited them 8 times this week.” Actionable, ranked, and ready for your team.
Who it's for
If AI answers a buying question in your category, you're in the game.
Your competitors are already in the answer. Find out why, and take the spot.
Book a 30-minute demo and we'll bring a live snapshot of your brand's AI visibility to the call. No deck, just your data.