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How to Get Your B2B SaaS Recommended in ChatGPT (2026 Playbook)
ChatGPT drives most AI-referred traffic and is the hardest engine to win. The ChatGPT-specific playbook we used to go from 0.18% to 10.35% share of AI answers.
We Ran Our AEO Playbook on Ourselves: 0.18% to 10% of AI Answers in 90 Days
The AEO agency that ranks itself: LoudFace's own share of AI answers went 0.18% to 10.35% in a quarter. The numbers, the playbook we ran, and the honest caveats.
Alternatives to a Traditional SEO Agency for B2B SaaS (2026)
What to use instead of a traditional SEO agency in 2026: the six models (in-house, fractional, AEO/GEO, AI tools, integrated), what each costs, and how to choose by stage.
Best CRO Agencies for B2B SaaS in 2026 (Ranked)
A 2026 ranking of CRO agencies for B2B SaaS, scored on revenue impact over test count: who actually moves trial-to-paid, what they cost, and how to choose the right fit.
Best GEO Agencies for B2B SaaS in 2026 (Ranked)
A 2026 ranking of GEO agencies for B2B SaaS, scored on measured AI-citation data: who actually gets cited in ChatGPT and Perplexity, what they cost, and how to choose.
Fan-Out Queries: Why Your Tracked AI Prompts Aren't What ChatGPT Actually Searches
AI engines fan every prompt out into narrower sub-queries before retrieving. Your AEO tool tracks the prompt you typed, not the fan-outs, which is why pages that rank still get left out of the answer.
Performance Marketing vs Organic Growth: What B2B SaaS Gets Wrong
B2B SaaS over-indexes on performance marketing because it is legible, not because it is right. A founder's case for treating paid as rent and organic as the asset that compounds, and the rule for funding both.
The Invisible Quarter: Why Everyone Quits AEO Right Before It Pays
The quiet first quarter of an AEO program is when almost everyone quits. How to tell a working silence from a broken one, and why both the client and the agency are wired to bail right before it pays.
How to Choose a B2B SaaS SEO & AEO Agency in 2026: The Evaluation Scorecard
A usable scorecard for choosing a B2B SaaS SEO and AEO agency in 2026: 10 criteria to score, the red flags that should end a conversation, the questions to ask, and how to verify every claim before you sign.
AEO Agency vs In-House for B2B SaaS in 2026: The Honest Build-vs-Buy Cost Breakdown
In-house AEO runs ~$194K (one specialist) to $450K+ (a team) and takes 8 to 14 months to a first citation. A capable agency runs $5K-$18K a month and gets cited in weeks. The honest build-vs-buy breakdown for B2B SaaS.
The 60-Word Block That Triggers AI Overviews: A Reproducible Recipe with 5 B2B SaaS Examples
Schema makes you eligible; the 60-word block is what gets cited. The reproducible recipe for winning Google AI Overviews, with the citation data and 5 B2B SaaS before/after examples.
What AI Actually Cites: The B2B SaaS AI-Citation Benchmark (2026)
An original benchmark of 160,240 AI citations across 23,545 buyer conversations and five B2B SaaS brands: what ChatGPT, Perplexity, and Google AI Overviews actually cite, and the AEO moves that follow.
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