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The playbooks. The numbers.

Walkthroughs of how teams use Livesov to move their share of AI answers, recover traffic lost to AI Overviews, and become the brand ChatGPT recommends in their category.

Start your own program
5
Published playbooks
+47pp
Mention-rate lift modeled in 90 days
11 weeks
Modeled time to first material gain
5
AI platforms measured throughout

These case studies are illustrative scenarios: the brand names are fictional and the figures model typical programs run on Livesov - they are not audited results from named customers. We'll publish named customer studies as logos and quotes are approved.

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Pick a story closest to yours

Each study includes the diagnostic, the approach, the numbers, and an editable playbook you can apply this quarter.

B2B SaaS · B2B SaaS - project management

Northwind

How Northwind grew its ChatGPT mention rate from 12% to 64% on "best project management tool" prompts in 90 days.

+52pp · ChatGPT mention rate (12% → 64%)
+47pp · Perplexity citation share
E-commerce · E-commerce - sustainable home goods

Meridian

A DTC brand recovered 31% of revenue lost to AI Overviews by becoming the brand cited inside the answer.

+38pp · AI Overviews citation share
+27% · AOV from AI-referred sessions
Agency · B2B Agency - SEO + GEO

Oakline

A 14-person agency added a GEO retainer to every existing SEO client and grew MRR by 41% in two quarters.

+41% · MRR in 6 months
92% · Client retention through repackaging
B2B SaaS · Fintech - small business banking

Lumen Finance

How a fintech became the default ChatGPT recommendation for "best business bank account for startups" in 16 weeks.

+62pp · ChatGPT mention rate (18% → 80%)
#1 · Default recommendation for 7 of 12 priority prompts
Marketplace · Travel marketplace

Voyageur

A travel marketplace captured 47% Perplexity citation share on long-tail itinerary queries by restructuring 1,200 destination pages.

47% · Perplexity citation share on tracked itinerary prompts
+186% · AI-referred sessions YoY

Where these numbers come from

Every case study on this page tracks live, panel-measured metrics - mention rate, citation share, branded search lift, and revenue impact - across ChatGPT, Claude, Gemini, Perplexity, and Grok. Where brand names appear with permission, we say so. Where customers asked to stay private, we generalise the brand and keep the methodology verbatim.

If you would like to see your own program tracked the same way, start free - most teams baseline in under an hour.

Continue exploring

LLM SEO: the 2026 guide
The playbook every case study above is built on.
AI search statistics 2026
120+ data points that contextualise the numbers above.
GEO tool
The measurement engine behind every study.
Pricing
Plans that scale from one brand to multi-brand programs.

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