KnownstoneA Hutcheson Labs company
AEO for software companies

AEO for small software companies: get named in AI answers

When someone asks ChatGPT or Google’s AI for the best software in your category, see whether you’re on the list, who’s named instead, and what to fix. Answer engine optimization for small and growing software companies, at published prices.

  • Audits from $750
  • “Best X”, “X vs Y” and “alternatives” prompts
  • Files your team can ship

How software buyers use AI to pick a tool

Software buyers increasingly start with a question instead of a search: “What’s the best CRM for a 10-person sales team?” The answer is a shortlist of three to six products with a reason for each. If you’re missing, or described with an old pricing model or the wrong category, that buyer may never reach your site. Our guide on getting recommended by ChatGPT explains how those lists are built.

Prompts we test for software companies

Prompt typeExample
Best for“Best [category] software for [team size / industry]”
Head-to-head“[You] vs [competitor]: which is better for [use case]?”
Alternatives“[Competitor] alternatives for [audience]”
Pricing“How much does [category] software cost?” · “Cheapest [category] with [feature]”
Fit and integrations“Does [you] integrate with [tool]?” · “Is [you] good for [use case]?”

We draft 30 of these with you, tuned to your category and the deals you actually want.

Where AI gets its software answers

Vendor websites, software review platforms such as G2 and Capterra, comparison and “best tools” articles, Reddit threads and YouTube reviews all show up as cited sources in software answers. The mix differs by category and engine, so the audit lists the exact sources cited for your questions and what to fix or pitch on each.

Sample result: a software audit, anonymized

Our published sample report is a software example: a well-known sales CRM (not a client).

Share of AI answers naming each brandSample data
Competitor A
100%
Sample brand
92%
Competitor B
65%
Competitor C
42%
Competitor D
31%
Sources the engines cited mostSample data
  • Competitor A's own sitecited in 12 of 26
  • Video platform (YouTube)cited in 9 of 26
  • Sample brand's own sitecited in 8 of 26
  • Discussion forum (Reddit)cited in 8 of 26
  • Competitor B's own sitecited in 7 of 26

Sample data: our anonymized sample audit of a well-known sales CRM (not a client), November 2026, 26 answers across 5 engines. Results vary from run to run.

What we deliver for software companies

Comparison and alternatives pages

Drafts for “you vs competitor” and “competitor alternatives” pages, answer-first and fair.

SoftwareApplication schema

Validated JSON-LD for your product, pricing and organization pages, with install notes for your CMS.

Pricing and “best for” clarity

Copy that states plans, starting prices and who you’re for in plain sentences engines can quote.

Entity fact sheet

One consistent description and category for your site, review profiles, LinkedIn and directories.

Citation target list

The review sites, lists and threads engines cite for your prompts, with what to fix or pitch on each.

Monitoring

Weekly captures and a monthly “what changed” report, so you can see whether launches and fixes moved anything.

See example Implementation Pack files (for a fictional company).

Pricing

AI Visibility Audit

$750 one-time

30 questions, 4 engines, about 240 answers, you plus up to 4 competitors. 5 business days after intake.

Book a call

Audit + Implementation Pack

$1,950 one-time

The audit plus schema, 6 answer-first page drafts, an FAQ hub, an entity fact sheet and citation targets. Pack alone: $1,500.

Book a call

Monthly Monitor

$290 / month

25 questions captured weekly, month-to-month. Growth is $590/month.

Book a call

Billed by invoice after a quick phone call, payable by bank wire or ACH. Full services and pricing.

AEO for software companies: FAQs

Do review sites like G2 and Capterra matter for AI answers?

Often, yes: review platforms and comparison articles show up as cited sources for many software questions. Which ones matter in your category is something to measure, not assume; the audit lists the sources engines actually cite for your questions.

Should we publish “[competitor] alternatives” and “vs” pages?

Usually. Buyers ask those questions, and engines need a page that answers them. Keep them fair and specific; thin or misleading comparison pages rarely get cited and can hurt trust.

We’re product-led with a free plan. Is this still relevant?

Yes. Self-serve buyers often ask AI for the “best free” or “cheapest” option in a category. Clear pricing and plan facts help engines describe you accurately.

Can you guarantee we’ll appear in “best [category] software” answers?

No. We measure where you stand, fix what’s fixable and track the trend.

Knownstone

See if AI names you in your category.

Book a quick phone call to scope a $750 audit for your software product.