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GEO for B2B SaaS
AI Visibility for SaaS
Get named when buyers ask AI for a software shortlist. Buyers now ask ChatGPT, Gemini and AI Mode which tools to consider before they ever visit a vendor site. Brands missing from that answer lose the deal before sales knows it exists.
Results
AI visibility results for SaaS
The problem
Why SaaS brands go missing in AI answers
Content used without credit
AI platforms lift definitions and how-to passages from the brand's own site, then name a competitor as the tool to use. SALTO's content shaped answers that recommended SALTO in only 1 of 44.
Competitors on every shortlist
Shortlists are built from review sites, comparison articles and directories. If the brand is thin there, it is left off, however strong the product.
Outdated facts in answers
Old pricing, retired features and former positioning keep circulating. Buyers arrive with the wrong expectations, or don't arrive at all.
No way to see it
Analytics shows almost nothing of what happens inside an AI answer. Without prompt tracking, the gap stays invisible until pipeline drops.
Prompts
The six SaaS prompt types
Each prompt type needs a different page and a different fix.
| Prompt type | Example | Page that wins it |
|---|---|---|
| Category shortlist | best route optimisation software for delivery fleets | Category page with clear positioning |
| Comparison | [brand] vs [competitor] | Honest comparison page |
| Alternatives | alternatives to [competitor] for small teams | Alternatives page |
| Use case | software to automate Peppol e-invoicing | Use-case or solution page |
| Regional | Peppol e-invoicing providers in Belgium | Market page in the local context |
| Brand check | is [brand] good for [use case] | Proof, reviews and consistent entity data |
What we do
GEO built for SaaS
Comparison and alternatives pages
Planned around the competitor prompts the brand is losing, written to be fair and quotable.
Review platform coverage
G2, Capterra and category directories, kept accurate and complete.
Integration and marketplace listings
App marketplaces and partner directories AI platforms cite for 'works with' prompts.
Docs and help centre
Product documentation structured so AI platforms answer feature questions accurately.
Entity consistency
Company facts, founders and product names aligned across the site, Wikidata and profiles.
Monthly prompt tracking
Every buying prompt classified each month across five AI platforms.
Case studies
AI visibility case studies
SALTO Systems
Access control technology1 in 44smart-access answers recommended SALTOHover or tapSALTO Systems
- Challenge
- Competitors named more often on buying prompts.
- Result
- A category page plan to turn mentions into recommendations.
Paylists
Peppol e-invoicing SaaS7European markets in one AI citation programmeHover or tapPaylists
- Challenge
- Seven markets, each with its own questions and sources.
- Result
- An ongoing programme prioritised by prompt impact.
Insense
Creator marketing SaaS+79%qualified leadsHover or tapInsense
- Challenge
- A same-domain restructure with no room for traffic loss.
- Result
- Qualified leads +79%, AI visibility +4,000%.
eLogii
Route optimisation SaaS+51%US organic clicks month on monthHover or tapeLogii
- Challenge
- Organic clicks fell sharply after a Google core update.
- Result
- US clicks +51% and demo requests at a 2026 high.
FAQ
AI visibility questions
What is AI visibility?
AI visibility is how often, and how favourably, a brand appears in answers from ChatGPT, Gemini, Perplexity, Microsoft Copilot and Google AI Overviews. For SaaS it is measured on buying prompts: category shortlists, comparisons, alternatives and use cases.
How is AI visibility tracked for a SaaS brand?
A fixed set of buying prompts runs on each AI platform every month. Each answer is recorded as absent, source, named or recommended, along with the competitors named and the pages cited, so movement is measured like for like.
What is a good AI visibility score?
There is no universal benchmark, because scores depend on the prompt set and the tool. The useful comparisons are the competitors named on the same prompts and the brand's own score the month before.
How can a SaaS brand rank in ChatGPT?
ChatGPT search finds sources through its own crawler and Bing's index. A SaaS brand needs crawlable pages, Bing indexation, passages that name the brand alongside the category, and accurate coverage on the review sites and comparison articles ChatGPT cites.
Which SaaS prompts matter most?
Category shortlists, comparisons and alternatives usually carry the most buying intent. The audit builds the prompt set from the brand's own Search Console demand.
Do review platforms affect AI answers about software?
Yes. AI platforms often cite review platforms and comparison articles for software questions, so coverage and accuracy there are part of the programme.
Is AI visibility worth the investment for early-stage SaaS?
Often more than for incumbents. Niche category prompts draw on few sources, so a focused programme can move them quickly.
Get on the AI shortlist.
The AI Visibility Audit tests category, comparison and alternatives prompts for the brand. £1,500.