Currently running 6 active iterations.2 client slots open for Q3 2026.
90%
Of B2B buying will be AI-agent intermediated by 2028.
$15T
B2B spend flowing through AI agent exchanges by 2028.
5×
Conversion from AI-referred traffic vs. Google.
12%
Of brands have any AI visibility strategy.
01 · Why now
A machine is choosingyour category. Right now.
The agency model is 20 years old.
Built for big teams and slow cycles. Not for agents, three-week proofs, or daily markets.
Your buyers switched channels.
They used to Google it. Now they ask ChatGPT, Perplexity, Gemini. The results are curated. The brands in those results were engineered to be there.
The gap compounds.
Every week a competitor is cited and you're not, the model weights their authority higher. You can't outspend it back.
Numbers
What it actually looks like.
COST
70%less than legacy
No account layers. No junior team padding hours. A five-person pod with AI agents replaces what traditional agencies staff with thirty — at a fraction of the cost.
SPEED
6 weeksvs 6 months
ChargeZone. Dynamic pricing across 13,000 EV charge points. Six weeks to production. Two vendors had quoted six months. Speed is a function of team size and tooling, not urgency.
OUTCOME
#1in category
Zero AI citations to first recommendation across ChatGPT, Perplexity, and Google AI Mode. Six months. The same brief sat with a traditional SEO agency for three years without progress.
ChargeZone·Dynamic pricing across 13,000 EV charge points — shipped in 6 weeksPickyourtrail·Itinerary copilot handles 70% of pre-sales volumeMonkspaces·Zero AI citations to first recommendation in co-living categoryBILLIONE·Airside operations platform — PMO-acknowledgedSolesearch·Sneaker marketplace — 350K+ community, 30+ brand shows, full brand & designRajasthan Tourism·AI citation authority across ChatGPT, Perplexity, Google AI ModeNoida Intl Airport·Brand and AI visibility infrastructure for India's newest airportColiwoo·Full demand infrastructure — brief to live in 18 daysChargeZone·Dynamic pricing across 13,000 EV charge points — shipped in 6 weeksPickyourtrail·Itinerary copilot handles 70% of pre-sales volumeMonkspaces·Zero AI citations to first recommendation in co-living categoryBILLIONE·Airside operations platform — PMO-acknowledgedSolesearch·Sneaker marketplace — 350K+ community, 30+ brand shows, full brand & designRajasthan Tourism·AI citation authority across ChatGPT, Perplexity, Google AI ModeNoida Intl Airport·Brand and AI visibility infrastructure for India's newest airportColiwoo·Full demand infrastructure — brief to live in 18 days
02 · Our work
How we get AI to choose you first.
01
AI Visibility Architecture
Schema, structured data, llms.txt, knowledge-graph mapping. When an AI crawls you at 3am, it understands you well enough to recommend you.
RESULTOur schema linter audits 2,000 URLs in 90 seconds against the entity graph we build for your category — a task that takes a traditional agency three weeks and one analyst.
02
Generative Engine Optimization
Answer-capsule content, citation authority, editorial signals across ChatGPT, Perplexity, Gemini, Google AI Mode. A system, not a campaign.
RESULTWe probe all four engines weekly with your category prompt set — unattended. One client went from zero AI mentions to first recommendation in their category within six months.
03
Agentic Systems & SDK Development
Custom agents, pricing engines, ChatGPT and Gemini SDKs. Your stack, your code, transferred on handover.
RESULTProduction agents running today: dynamic pricing across 13K charge points, an itinerary copilot handling 70% of pre-sales, an occupancy router for a 700-room portfolio.
Before Iterate, our brand wasn't showing up in a single AI-generated response for our category. Six months later, we're the first recommendation across ChatGPT, Perplexity, and Google AI Mode. The infrastructure they built did what three years of traditional SEO couldn't.
VP MarketingB2B SaaS · Series BAI citation authority programme · 6 months
"
Three weeks from brief to a working dynamic pricing system across our entire network. We'd been quoted six months by two other agencies. The speed difference isn't marginal — it's a different category of firm.
Six sectors. One operating model — named infrastructure in each.
Industry 01 / 06
Aviation
PMO-grade systems for airside and commercial growth.
From real-time airside operations connecting vehicles and ATC, to behavioural-economics-led commercial growth against entrenched hubs — we ship aviation programs on timelines other firms quote in years.
EV charging is perishable inventory. We bring the revenue-management logic of hospitality and aviation into a sector that hadn't yet asked the question — dynamic pricing, competitor intelligence, demand creation, all live.
BUILTDynamic pricing engine across 13,000 EV charge points — ChargeZone
Destinations and travel brands lose travellers to intermediaries in the gap between inspiration and booking. We build the discovery, personalisation and AI-citation infrastructure that closes it.
Hospitality and co-living lose retention when operations and community run on separate stacks. We build the unified layer — booking, pricing, events, community — so every property compounds the last.
BUILTOccupancy router across distributed properties — Monkspaces
Healthcare brands win when AI agents trust them enough to recommend them. We build the citation authority, structured entity data and editorial signal that earn that trust.
Proptech competes on the depth of the data and the legibility of every listing. We build the structured, AI-citable, agent-callable listing infrastructure that turns inventory into discovery.
The brands that winaren't louder. They're structured.
AI doesn't read your ads. It reads your structure, your citations, the authority signals you've built over time.The brand that built those signals first is the one it defaults to. Not because it's better. Because it was ready.We've been engineering this infrastructure since 2014 — before most agencies knew what to call it.The gap compounds either way. The question is which side of it you're on.