◆ AEO · AI/ML

AEO / AI Search Optimization for AI/ML startups.

Get cited by ChatGPT, Claude, Perplexity and Google AI Overviews. Built for the sales cycle, channels and buyer economics of AI/ML startups.

◆ THE PROBLEM

Where AI/ML startups marketing breaks

◆ THE PLAYBOOK

How we run AEO for AI/ML

Answer Engine Optimization is the next decade of organic. We engineer your pages to be the source LLMs reach for: crisp factual answers, structured data, speakable schema, FAQPage, citations and entity signals.

Channel mix that works for AI/ML startups: Founder content (X + LinkedIn) + AEO + research-led PR + community.

  1. Auditwhich queries already have AI Overviews, who is being cited, why
  2. Entity mapyour brand, founders, products, signature methodology — clean entities win
  3. Schema buildoutsite-wide JSON-LD scaffolding, page-type templates
  4. Answer engineeringrewrite intros so LLMs can extract a 60-word answer cleanly
  5. Trackmonitor citations across ChatGPT, Claude, Perplexity, Gemini monthly
◆ WHY MIR

Three reasons we win on AI/ML

01

Operators, not consultants

MIR · Agency is the continuation of Marketers — a B2B SaaS lead-gen agency the team has run since 2017. We have shipped these playbooks in production, not just deck form.

02

Live reference build

Our reference build — a live B2B SaaS client — runs 8,700+ pages of programmatic SEO and AEO in production. Every recommendation has been tested on a live surface first.

03

Funnel economics first

We model target CAC and payback before we open a single ad account or write a single brief. If a channel doesn't fit your unit economics, we tell you to skip it.

◆ TRACK RECORD

Why MIR

8,700+
Pages on a live client build, all 200-OK — our SEO reference
2017
Marketers — our B2B SaaS marketing agency, running since 2017
17K
Team LinkedIn audience, used as live distribution
24h
Reply time on every inbound — first call is a 30-min audit, no pitch
◆ CASE REFERENCE

What this looks like in practice

For a AI/ML startups company at Series A–B, an MIR engagement typically blends aeo / ai search optimization with adjacent stacks (founder content + AEO, or ABM + paid retargeting) so each channel feeds the next. Reference: our live SEO + AEO programmatic build, applied here to your category — GSC numbers shared on the call.

◆ THE MAKE IT REAL NETWORK

Have us do it, or hire it

Done-for-you marketing is one way in. When you'd rather staff your own team, ship a product, or vet a hire, the rest of the network runs the same operator playbook.

◆ START GROWING

Run AEO for AI/ML

We respond within 24 hours. First call is a 30-min audit, no pitch.