Continuous AI visibility as a managed program
Measure, monitor and grow your visibility in every AI search surface that matters.
AI Search Visibility is the always-on layer that tracks where your brand appears across generative engines, why it appears, and what to change to appear more.
The problem
You can't optimize what you can't see
Most analytics stacks have no idea what ChatGPT says about your brand today, let alone yesterday or against a competitor. That invisibility is a strategic liability.
- Generative answers are personalized and probabilistic — sampling matters
- Citation behavior varies wildly between models, geos and prompt phrasing
- Without measurement, every content investment is a guess
- Most agencies still report on rank tracking from 2014
The solution
An instrumentation-first visibility program
We deploy our measurement layer, calibrate it to your category, and combine the data with hands-on optimization across content, entities and citations.
Prompt panel
A curated panel of buyer-intent prompts evaluated across engines on a rolling weekly cadence.
Share-of-voice scoring
Composite scoring of mention frequency, sentiment, citation position and recommendation strength.
Competitor benchmarking
Direct visibility comparison against 3–8 named competitors per category.
Optimization sprints
Two-week sprints focused on the highest-leverage prompt clusters identified in your data.
The process
How we run the program.
- 01
Prompt panel design
We engineer the prompt panel with your sales, product and category-marketing teams.
- 02
Baseline measurement
Establish a 90-day baseline of visibility, citations and competitor positioning.
- 03
Opportunity grading
Rank prompt clusters by addressable visibility lift and revenue proximity.
- 04
Sprint execution
Run two-week optimization sprints with content, entity and citation work.
- 05
Reporting & review
Weekly dashboards plus a monthly executive review with the named lead.
Benefits
What you walk away with.
- End the guesswork about how AI engines describe your brand
- Beat competitors to the cited slots that drive consideration
- Tie every content investment to a visibility outcome
- Brief leadership with hard data, not anecdotes
Deliverables
In the engagement.
- Bespoke prompt panel (typically 200–2,000 prompts)
- Weekly visibility & competitor dashboards
- Monthly executive readout
- Quarterly strategic visibility plan
- Two-week optimization sprint execution
Case study
Helio Health
Healthcare technology
Challenge
Marketing leadership unable to answer what AI assistants said about their platform vs three named competitors.
Result
Established a 1,400-prompt panel; lifted weighted visibility score by 4.6x in two quarters.
12 → 56
Visibility score
+340%
Cited above competitor
+187%
Demo requests from AI
FAQ
Questions we get on AISV.
How do you sample generative answers?
We rotate identities, geographies and phrasings, query each engine on a weekly cadence, and aggregate to defensible share-of-voice scores rather than single-shot screenshots.
Can we connect this to our CRM?
Yes. Visibility events can be piped into HubSpot, Salesforce, Snowflake or BigQuery for downstream attribution modeling.
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Learn moreReady to engineer your AISV program?
A 30-minute call with our team is the fastest way to size the opportunity and the plan.