AEO

10 articles

Flat riso illustration of a UK harbour high street at dusk: two signposts outside a restaurant shopfront, one pointing to a row of ranked link-boards and one to a glowing spoken answer bubble, a cobalt dolphin reading the bubble, banded candy-swirl lighthouse beam, warm ecru background, no text.
AI Search8 min read

GEO vs AEO vs SEO for Restaurants: What Each One Does

Three acronyms, one dinner booking. SEO ranks your pages, AEO and GEO get your restaurant named inside the AI answer. Here's the difference for a restaurant specifically, and why the work is not either-or.

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Riso-print harbour scene with a cobalt dolphin harbourmaster holding a signpost that reads SEO one way and GEO the other, illustrating that AI search is one road, not a separate religion.
AI Search9 min read

OpenAI and Anthropic Don't Need a Word for GEO. You Do. (2026)

A widely shared post argued that OpenAI and Anthropic don't care about GEO or AEO, so the whole category must be marketing. We sell GEO for a living, and we half agree. The acronyms are marketing. The work, and the way you now measure it, is not. And the job posting used as proof says so.

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Why your website never shows up in ChatGPT
AI Search8 min read

Why Your Website Never Shows Up in ChatGPT (and How to Build One That Does)

Ranking on Google no longer means an AI assistant will ever recommend you. Here is why most business websites are invisible to ChatGPT and Perplexity, and what an AI-search-ready page actually looks like.

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Riso-print voyage map of a harbour town with a dotted route between stops, a candy-swirl compass rose and the Schmitdy dolphin leaping mid-route.
AI Search11 min read

7 Gushwork Alternatives for AI Search Growth in 2026

Gushwork is a credible, well-funded AI search partner for US SMBs. These seven verified alternatives cover done-for-you delivery, senior strategy, in-house tooling and pure measurement, with July 2026 pricing.

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Riso-print illustration of the Schmitdy dolphin in a captain's hat steering a crewed sailing ship with candy-swirl sails.
AI Search11 min read

The 11 Best GEO Agencies in 2026 (AEO and AI Search, Compared Honestly)

An honest roundup of 11 real GEO and AEO agencies, including ours (disclosed upfront), with verified pricing and the questions that separate operators from list-sellers.

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Handdrawn editorial illustration on a cream background splitting two worlds: on the left, a stack of classic search result pages with a search bar and ten blue ranked links labelled SEO; on the right, an AI answer speech bubble with a small robot, lines of generated text, and three cited-source chips labelled AEO / GEO, the shift from ranking links to being cited inside the AI answer
AI Search9 min read

AEO vs GEO vs SEO: The Difference, and Which One You Need in 2026

SEO ranks links in classic search. AEO (Answer Engine Optimization) and GEO (Generative Engine Optimization) optimise to be cited inside the AI-generated answer in ChatGPT, Perplexity, Google AI Overviews, Gemini and Copilot. AEO and GEO are near-synonyms for the same goal; SEO is a separate, still-necessary discipline that feeds the retrieval pool. The practical answer in 2026 is that you do all three, but you measure AEO/GEO on citation share, not blue-link position, and the winning levers (off-site footprint, entity authority, content shape, freshness) sit mostly off your own site.

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Handdrawn editorial illustration on a cream background split into three panels: on the left, a dashboard with a gauge and bar chart labelled tool; in the middle, three people standing together labelled agency; on the right, a friendly robot wearing a headset talking with a person labelled agent — the three layers of improving AI search visibility
AI Search7 min read

AI Search Tool vs Agency vs Agent: Which Do You Actually Need in 2026?

There are three ways to improve your AI search visibility, and they're layers of the same stack, not rivals: a tool (Peec, Profound) measures where you stand; an agency executes the optimisation work with people; an agent — an AI-search agent — does the recurring volume under human review. A tool changes your understanding, not the answer. An agency changes the answer but costs the most and moves at human speed. An agent does the volume at mid-market cost with humans owning quality and strategy. In 2026 most teams keep a tool and add one execution layer — the real decision is which one.

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Handdrawn editorial illustration on a cream background showing the Peec MCP agent pipeline: a dashboard of charts on the left connected by an MCP USB-C cable to a friendly robot agent in the centre, which passes through a human-approval clipboard with a checkmark to shipped outputs on the right — a content document and a JSON-LD schema block
AI Search9 min read

How to Build AI Agents on the Peec AI MCP for AEO and GEO (2026)

In late 2025 Peec AI shipped an official MCP server, which makes its entire AI-search measurement layer — projects, prompts, per-engine brand visibility, full AI answer transcripts, the source/citation graph and scored Actions — directly callable by an LLM agent. That means you can wire a Claude or GPT agent straight to the ground truth of how ChatGPT, Perplexity, Gemini and AI Overviews answer your category, and have it reason over the data and draft the work to close the gaps. The defensible build pattern is a read-only, five-stage loop with a human ship gate: the agent triages and drafts; a person verifies and ships.

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Handdrawn editorial illustration on a cream background: an AI-search dashboard of charts and a magnifying glass on the left feeds through a funnel in the centre, which sorts into three citation chips — a review star, a community comment, and a reference source — that flow into an AI answer speech bubble on the right; the path from dashboard data to AI citations
AI Search7 min read

From Peec or Profound Data to AI Citations: A 5-Step Playbook (2026)

Your Peec or Profound dashboard tells you where you're invisible in AI answers, but a visibility score is an outcome, not an instruction. Turning the data into citations is a five-step job: read the gap reports rather than the vanity metric, turn the cited sources into a third-party target list, fix the pages that are retrieved but not cited, build the off-site footprint the data points to, then re-measure the delta on a cadence. The highest-leverage move is the source/domain gap report — the third-party sites citing your competitors but not you. Most of the work lands off your own domain and has to recur, which is the gap between owning a dashboard and moving its numbers.

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Hand-drawn editorial illustration: a visibility dashboard labelled 'tracked' on the left; on the right a person pinning up off-site proof — reviews, community threads, articles — that gets a brand cited in an AI answer, labelled 'fixed'.
AI Search8 min read

You're Tracking AI Search Visibility. Who's Actually Fixing It?

AI search visibility tools tell you where your brand is missing from AI answers. They don't fix it. Here's why the number doesn't move when you only buy the dashboard — and what closing the gap actually takes in 2026.

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