AI Search Study
Rethinking attribution in the era of AI Overviews
Last-click is dead. We mapped 1,200 buyer journeys through ChatGPT, Perplexity and Google AI Overviews — here's the new model for crediting GEO.
Read the studySEO + GEO + SEM + Paid SocialMiami · NYC
Glintlab.ai
Search intelligence. Human insight. Real pipeline.
An SEO + GEO agency engineering ambitious brands to be the answer Google ranks and AI recommends.
✦AI Visibility Audits✦Share of Voice✦Beam · Tide · Lighthouse✦Structured Data Engineering✦Citation Velocity✦Entity Authority✦Topical Authority✦AI Overviews Optimization✦E-commerce SEO + GEO✦Local Pack Domination✦Paid Social + SEM✦Reefwriter Content✦Done-for-You Operations✦GEO-First Content Briefs✦Pipeline Analytics✦AI Visibility Audits✦Share of Voice✦Beam · Tide · Lighthouse✦Structured Data Engineering✦Citation Velocity✦Entity Authority✦Topical Authority✦AI Overviews Optimization✦E-commerce SEO + GEO✦Local Pack Domination✦Paid Social + SEM✦Reefwriter Content✦Done-for-You Operations✦GEO-First Content Briefs✦Pipeline Analytics
Cut through the noise. Validate with data. Scale what AI recommends.
Every query, citation, and AI answer tells a story. We combine human strategy with machine-grade precision to find the truth in your search data — then turn it into compounding growth.
From technical schema to entity authority and generative-engine citations, Glintlab unites SEO and GEO under one senior team — built for brands that need to win the auction and the answer.
Inside the GEO lab
Search strategy engineered to make your brand the answer everywhere buyers ask.
One tight pod, no handoffs. The same strategists who map your buyer's intent also ship the Tech Reef foundation, engineer entity authority across your e-commerce, B2B, legal, or real estate properties, and watch the citations come in — in every channel that matters.
Intent → mapped to rankings
Rankings → shipped weekly
Specialized expertise
Built for the verticals where visibility pays the most.
From e-commerce to B2B, real estate to law firms — ambitious brands don't just need traffic. They need to be the answer. We engineer that.
E-commerce
E-commerce & DTC
Product pages, collections, and PDPs engineered to rank and convert. From category dominance to AI citations in shopping searches, we help DTC brands own the funnel.
Legal
Law Firms & Attorneys
Practice-area authority, local pack dominance, and trust signals that turn 'lawyer near me' and ChatGPT referrals into consultations.
Real Estate
Real Estate & Proptech
Luxury developments, brokerages, and proptech platforms. Local pack dominance, entity authority, and AI citations that move qualified buyers down the funnel.
Hospitality
Hospitality & Lifestyle
Hotels, restaurants, members' clubs and experiences. We make sure when a traveler asks ChatGPT 'best rooftop in Miami,' your brand is the answer — and the booking.
Healthcare
Healthcare & Wellness
Med-spas, concierge clinics, dental groups, and wellness brands. HIPAA-aware content, E-E-A-T credentials, and AI citations that turn high-intent searches into booked consults.
B2B / SaaS
B2B & SaaS
Complex products explained simply, structured for retrieval. We turn category questions into pipeline by owning the prompts your buyers ask before sales ever does.
The ecosystem
Five connected products.
One AI visibility system.
Beam, Tide, Tech Reef, Reefwriter, and Lighthouse — start with the one solving your biggest bottleneck, plug in the rest as you grow.
Explore the productsServices
Strategy, build, content, operations.
A full-stack SEO + GEO team without the full-stack overhead.
01
SEO + GEO strategy & AI visibility audits
Every engagement starts with the map. We run an intensive AI visibility audit across ChatGPT, Perplexity, Gemini, and Google AI Overviews — scoring your Share of Model on the prompts your buyers actually ask — then pair it with a full organic and paid search audit. The output is a 90-day strategy that sequences technical fixes, content, and paid amplification against revenue targets, not vanity rankings.
02
Technical SEO & schema engineering
We open the hood and rebuild the foundation: crawl and render health, Core Web Vitals, information architecture, and a validated schema.org JSON-LD graph connecting every brand, product, person, and location entity. Machines stop guessing who you are — Google upgrades your entity confidence, rich results go live, and LLMs cite you because they trust the structure.
03
Content engineered to be cited
We don't publish blog posts — we engineer answers. Citation-shape briefs, entity-complete pages, expert-reviewed long-form, and FAQ/HowTo schema wired to every answer surface. Each piece is tied to a tracked prompt so we measure exactly which content earns citations, rankings, and pipeline.
04
Done-for-you SEO + GEO operations
Pause the in-house hiring. A dedicated senior pod runs your entire search surface end-to-end — technical, content, local, and AI visibility — with weekly sprint delivery, a Monday strategic brief, and a Friday metrics review reported in plain English. No account managers, no offshore handoffs.
05
Paid growth — SEM & paid social
One team, one intent map. We manage paid search across Google and Microsoft Ads and paid social across Meta, TikTok, and LinkedIn — all fed by the same query and prompt intelligence that powers your organic program. Creative engineered for each platform, spend optimized for efficiency, and every dollar measured against pipeline rather than impressions.
06
Site migrations
CMS replatforms, redesigns, and domain moves built around technical SEO. We map content architecture, URL-to-URL redirects, schema portability, and indexability before anything changes — then monitor rankings and AI citations through launch — so traffic, equity, and LLM trust survive the switch intact.
3.2×
Avg. lift in AI citations within 90 days
+187%
Organic pipeline across Q2 2026 clients
30d
From audit to first schema win
100%
Senior-led, US + LATAM coverage
Perspectives
Research that makes performance smarter.
Data is only powerful when paired with perspective. The latest field notes from our SEO + GEO strategists.
GEO Research
What gets cited: 9 patterns inside ChatGPT's answer engine
A teardown of 4,800 generative answers across SaaS, hospitality and healthcare verticals. The brands that win share three structural traits.
Read the study
Miami Market
Why local pack rules still beat paid for South Florida brands
Inside the geo-relevance signals that move Miami buyers — and the GBP playbook our hospitality clients use to outrank chains 4x their size.
Read the studyRecognized for excellence and innovation
Semrush
Google
Botify
Google Ads · Partner
Google Analytics
ShopifyTrusted partners
What clients say.
Glintlab rebuilt our schema in three weeks and we showed up inside ChatGPT's answer for our category. That's a deal we couldn't have closed otherwise.
They speak SEO, AI, and revenue in the same sentence. Our Share of Model went from 4% to 38% in one quarter.
Best part: they show up in person. The work feels like it's coming from a partner, not a vendor.
FAQ
The questions founders ask first.
What's the difference between SEO and GEO?
+
SEO wins the click on Google. GEO — Generative Engine Optimization — wins the citation inside ChatGPT, Perplexity, Gemini, and Google's AI Overviews. Buyers now ask AI before they ask Google, so we run both as one program.
Where is Glintlab based?
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We operate from offices in Miami and New York and partner with brands across the US and LATAM. Senior strategists, in-house execution, and the same team from kickoff to reporting.
How fast do we see results?
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Schema and technical wins move within 30 days. Content authority compounds over 60–120. GEO citations often appear within the first audit cycle once we fix retrievability.
Do you replace our in-house marketing team?
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No — we augment. Most clients run us alongside a brand lead. We own the SEO + GEO surface so your team can focus on demand and creative.
What does engagement look like?
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Month one: deep audit + strategy. Month two onward: a fixed monthly retainer with a dedicated pod, a Monday brief, and a Friday metrics review.
Who do you typically work with?
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E-commerce and DTC brands, law firms, real estate groups, healthcare and wellness practices, B2B SaaS, and hospitality companies — mostly across the US, plus LATAM.
Miami · New York
Let's make your brand the answer.
One call. We'll walk you through your AI visibility audit and where the easiest wins are hiding.