B2B SaaS playbook

AEO for B2B SaaS, Series A through C.

By Abigail Nathan · Founder, ANTE · Updated May 26, 2026

Why the shift is structural, not cyclical

Three data points anchor the change.

51 percent of B2B buyers start in AI chatbots (G2 buyer behavior report, April 2026). This is a step-change from low single digits two years earlier.
68 percent of B2B buyers now begin with AI before opening Google (Wynter B2B buyer research, 2026).
B2B tech AI Overview appearance grew from 36 percent to 82 percent in 12 months (BrightEdge data, 2025 to 2026). The surface itself is expanding.

How ANTE allocates the retainer

$6,000/month for B2B SaaS retainers, split as follows.

Workstream	%	Why
Listicle PR (G2, Capterra, SoftwareAdvice, category lists)	35%	40-72% of LLM citations originate here per Quoleady March 2026.
On-page citation engineering (schema, llms.txt, passages)	30%	Foundation. AI engines cannot cite what they cannot parse.
Founder entity + Reddit + named-author content	25%	Author-entity demoted/promoted in Lily Ray March 2026 spam update.
Weekly citation measurement and reporting	10%	Without measurement, the rest is theater.

The G2 consolidation effect

G2 absorbed Capterra, Software Advice, and GetApp under one corporate umbrella in early 2026. The consolidated entity now accounts for an estimated 33 to 75 percent of B2B review-platform citations depending on the engine. For B2B SaaS this is a single-most-important external asset alongside the company's own listicle inclusion. ANTE work on G2: profile audit (complete, correct, current), review velocity plan (steady inflow, not bursts), competitor positioning audit, category placement check. A poorly-maintained G2 profile leaks AI citations every day.

Common questions

Why does AEO matter more for B2B SaaS now?

G2 reported in April 2026 that 51 percent of B2B software buyers now start their research in AI chatbots, not in Google. If a SaaS brand cannot be cited by ChatGPT, Claude, Perplexity, Gemini, or Google AI Overviews, half the addressable market never reaches the website.

What changed with G2 in 2026?

G2 absorbed Capterra, Software Advice, and GetApp under one corporate umbrella in early 2026 and now holds an estimated 33 to 75 percent of B2B review-platform citations depending on the engine. A G2 profile that is current, complete, and well-reviewed is one of the highest-leverage AEO assets a B2B SaaS company has.

Why is founder LinkedIn so heavily weighted in your playbook?

For B2B SaaS, the founder is the most credible and most easily-verified entity vehicle. Wikipedia is out of reach for sub-Series C companies; founder LinkedIn is reachable in 90 days. Lily Ray's March 2026 spam-update analysis showed pages with strong author entity signals (Person schema with image, knowsAbout, alumniOf, sameAs) recovered or grew while pages with no named author were demoted.

How do you measure success on a SaaS engagement?

Citation rate across five engines for the 30+ priority queries identified in onboarding. Share of voice versus named competitors. Average position in answer (top-of-answer carries 5 to 10x the weight of a footnote). Inbound from chatbot referral (measurable via UTM-tagged llms.txt and direct attribution surveys in onboarding). Plus traditional SEO metrics (impressions, clicks) on the parts of the work that overlap.

Do you work with pre-Series A?

Not on the standard retainer. The methodology fits Series A through Series C ($5M to $80M raised, $1M to $50M ARR, 20 to 300 employees). Pre-seed and seed-stage companies are usually better served by founder-led DIY using ANTE's public content as a roadmap.

B2B SaaS Series A-C? Let's see where you stand.

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