Why does AI recommend your competitors—not you?
Geo Agent finds where your SaaS is missing from high-intent AI answers, turns one gap into a controlled experiment, and preserves the evidence needed to decide what to repeat, revise, or stop.
See the experiment workflowNo automatic publishing. No fabricated proof. No promises of rankings, traffic, or revenue.
Mention, citation, and recommendation tracked separately
Target vs. control prompt evidence
Validated, failed, or inconclusive outcomes
One evidence chain
From an AI visibility gap to a decision you can defend
The 30-day plan still helps organize approved work. V5 adds the evidence and experiment layer that proves whether a specific change was worth making.
- 01
Freeze the baseline
Save comparable target and control prompts, model settings, raw answers, mentions, citations, and recommendations.
- 02
Isolate one gap
Choose one high-intent visibility gap instead of mixing many pages, channels, and product changes.
- 03
Create an experiment
Define the proposed change, expected mechanism, target URL, success threshold, and earliest recheck date.
- 04
Prepare an evidence-backed brief
Use reviewed product evidence, mark missing facts, and make every public change approval-ready.
- 05
Record the real publication
Save the live URL, publication time, method, and version. A draft or mock is never counted as published.
- 06
Recheck and decide
Run like-for-like samples and return validated, failed, or inconclusive—with the reason and raw evidence.
AI visibility guides
Answer the next question before changing your site
Use these practical guides to diagnose a visibility gap, measure real AI referrals, test technical claims, and compare GEO tools without guessing.
Why ChatGPT may not recommend your SaaS
Run an AI visibility audit and identify the evidence gap behind a missing recommendation.
Why ChatGPT may not recommend your SaaSCheck brand visibility across ChatGPT, Gemini, and Perplexity
Compare mentions, citations, and recommendations across the AI answers your buyers use.
Check brand visibility across ChatGPT, Gemini, and PerplexityChoose a GEO tool for your SaaS team
Evaluate GEO software by evidence quality, workflow fit, and the decisions it helps you make.
Choose a GEO tool for your SaaS teamTrack ChatGPT referral traffic in GA4
Separate measurable AI clicks from direct visits and zero-click visibility, then connect sessions to real conversion events.
Track ChatGPT referral traffic in GA4Does llms.txt improve AI visibility?
Review the current evidence, understand what the file cannot do, and decide whether it deserves time on your roadmap.
Does llms.txt improve AI visibility?Real GeoAgent dogfood record
An honest result is more useful than a green score
Our own homepage positioning experiment is recorded as inconclusive when the publication window is not sufficient. Geo Agent keeps that uncertainty visible instead of turning it into a false win.
Every experiment ends with a usable decision
Validated
The change showed a stable improvement after evidence and guardrail checks.
Failed
The data was complete, but the intended improvement did not appear or moved backward.
Inconclusive
The sample, timing, or run conditions were not strong enough to make a reliable claim.
- Project
- Geo Agent
- Experiment
- Clarify the homepage category positioning
- Published change
- AI visibility tracking + experiment workflow
- Evidence design
- Frozen target and control prompts
- Reason
- The original publication window had not elapsed
- Next decision
- Recheck under the same conditions before repeating the change
Clear access boundary
Use the public audit now. Join the full experiment workflow as a pilot.
Free AI visibility audit
Enter your live website, review question opportunities, and get a practical first action path.
Website and market intake
AI visibility and competitor evidence
Question opportunities and 30-day execution view
V5 Experiment OS
For SaaS teams ready to run a real change, publication, recheck, and outcome loop with reviewable evidence.
Target and control prompts
Evidence brief and publication record
Comparable recheck and outcome decision
Operating boundary
Geo Agent is the experiment record—not a guarantee engine
Preserve prompt-level baselines, evidence, target/control comparisons, publications, and outcomes
Use question opportunities and the 30-day plan as the execution layer—not as proof of a result
Keep all external publishing and account actions under explicit human approval
Never claim a recommendation, ranking, visit, signup, or payment without verifiable evidence
Plans for the current Geo Agent workspace
These plans cover the currently available product workspace and tracked checks. Full V5 Experiment OS access remains pilot-only.
Starter
For one live SaaS starting its first visibility checks.
$19 / month
3 product workspaces
30 tracked questions per run
3 AI models
Weekly AI-assisted rechecks
1 opportunity refreshes per day
Growth
For builders operating multiple products and recurring checks.
$49 / month
10 product workspaces
100 tracked questions per run
5 AI models
Daily AI-assisted rechecks
1 opportunity refreshes per day
Pro
For teams or service providers managing a larger portfolio.
$99 / month
50 product workspaces
500 tracked questions per run
8 AI models
Daily AI-assisted rechecks
1 opportunity refreshes per day
Experiment creation, evidence governance, publication tracking, and outcome workflows are not yet included for every public account.
Frequently asked questions
What can I use without pilot access?
You can start the public audit, review visibility and competitor evidence, save question opportunities, and use the existing execution view. The full V5 experiment workflow is still limited to approved pilot accounts.
How is this different from a visibility dashboard?
A dashboard tells you what changed. Geo Agent connects a specific approved change to a baseline, publication, comparable recheck, and an explicit outcome decision.
Will Geo Agent publish automatically?
No. Every public change remains under human approval. Geo Agent prepares and records the work; it does not silently publish, submit, or purchase anything.
What happens to the 30-day plan?
It remains the execution layer for organizing approved actions. It is no longer treated as proof that an action improved AI visibility.
Does a validated experiment guarantee traffic or revenue?
No. It only means the defined visibility signal improved under the recorded conditions. Visits, signups, checkout, and payment must be measured separately.
Start with one real visibility gap
Run the public audit first. If your SaaS is ready to publish and recheck a controlled change, request V5 pilot access.