- Typical question
- “Which [category] tools suit small businesses?”
- Decision point
- Shortlist, pre-demo comparison, purchase approval
- Critical pages
- Pricing, integrations, documentation, security and compliance
- Watch out
- Comparative advertising rules (below)
GEO for SaaS is the work of getting your product named, with accurate features, in a buyer’s need, alternative and comparison questions. That takes pricing logic, integrations and documentation on public, crawlable pages; up-to-date review platform profiles; comparison content built to Türkiye’s comparative advertising conditions where you sell there; and the same question set measured monthly across 6 engines.
What do software buyers ask AI?
We build the question set around four intents. Bracketed parts are filled in with your category:
| Intent | Example question | What we look for in the answer |
|---|---|---|
| Discovery | “Which software do teams use for [job]?” | Being named within the category |
| Alternative | “What can I use instead of [known product]?” | A place on the alternatives list |
| Comparison | “[Product A] or [Product B] for a 20-person team?” | Correct features and pricing |
| Verification | “Where does [your product] store data? Is it KVKK and GDPR compliant?” | A current, accurate answer |
Which pages can become sources?
When answers are compiled from the web, pages carrying concrete facts can stand out. If you share these facts only on sales calls, we recommend publishing them on public pages too:
- Pricing: even without public numbers, state what drives the price (seats, modules, usage).
- Integrations: what each integration does and how it’s set up, on its own page with its own URL.
- Docs and help centre: readable without logging in and rendered on the server. Content that only appears after JavaScript runs in the browser can look empty to some bots.
- Security and compliance: where data is stored, which certifications you hold and your KVKK and, where relevant, GDPR processes, with document names and dates.
- Release notes: a dated change log that gives engines a current source instead of an outdated feature list.
To be eligible for Google’s software app rich result, SoftwareApplication markup needs the app name, an offer price (0 for free apps) and either a rating or a review[2]. That’s a rich-result requirement, not a condition for being named in AI answers. Markup never adds facts the page doesn’t show; it restates the visible ones for machines.
Which rules apply to comparison content?
In Türkiye, comparative advertising aimed at consumers is allowed, with conditions. Under Article 8 of the Regulation on Commercial Advertising and Unfair Commercial Practices, which covers all commercial advertising aimed at consumers, a comparative ad may not include competitors’ product names, brands, logos or trade names, and must compare products meeting the same need, objectively, on verifiable features including price[1]. Article 9 requires comparative claims to be proven with documents from universities or accredited or independent testing and research bodies[1].
That makes “[Competitor] alternative” pages that also reach consumers in Türkiye a legal risk. For software sold only to businesses, which rules apply needs a separate assessment, as do the rules in other markets. What we suggest instead:
- “How to choose” guides built around needs and use cases rather than competitor names.
- Measurable superiority claims (speed, capacity, price) only when backed by the kind of document the regulation asks for.
- Leaving head-to-head comparisons to independent review platforms and users, and keeping your profiles there complete and current.
How does the Neural Visibility Loop work for SaaS?
- SCAN
Shortlist map
Which products get named in discovery, alternative and comparison questions, and which pages those answers rely on.
- BUILD
Open product facts
Pricing logic, integration and documentation pages rendered on the server; SoftwareApplication and Organization markup; changes announced via IndexNow.
- WRITE
Decision content
Use-case selection guides, comparison tables that don’t need competitor names, updated review platform profiles.
- MEASURE
Citation share in the category
The same questions every month across 6 engines. How often you’re cited in AI answers on Copilot and Bing is also tracked in Bing Webmaster Tools’ AI Performance report[3].
Frequently asked questions
01Our product is new and AI doesn’t know it at all. Where do we start?
With public, crawlable pages that say in one sentence what the product is: the homepage, the pricing logic and the docs. Then the product name and category are written the same way across independent profiles and directories. Recognition takes time, so we keep the first measurement as a baseline record.
02We target the Turkish and English markets together. Are the two languages measured separately?
Yes. Each language gets its own question set and its own measurement; the same product can be named in one language and missing in the other. We recommend separate URLs for each language, linked with hreflang.
03We have comparison pages that name competitors. Should we remove them?
Pages that also reach consumers in Türkiye should be checked against the comparative advertising conditions; for pages aimed only at businesses, the applicable rules are assessed separately. Your counsel makes the call; we propose a page structure that doesn’t need competitor names and track the effect of the switch in the monthly measurement.
Sources
- Regulation on Commercial Advertising and Unfair Commercial Practices, Art. 2, 8 and 9 (Turkish; last amended Official Gazette 1 Jul 2026) · accessed 28 September 2026
- Google Search Central — Software App (SoftwareApplication) structured data · accessed 28 September 2026
- Bing Webmaster Blog — Introducing AI Performance in Bing Webmaster Tools (Feb 2026) · accessed 28 September 2026