Lookout · an application to Fusion X Base4u

AI already answers your customers.It never mentions you.

Before buying anything, people now ask ChatGPT, Claude, Perplexity and Google AI which product or company to choose. The AI recommends a few names and the buyer picks from those. Lookout is the autonomous agent that makes sure your name is in the answer.

↓watch 14 real days in one scroll
ChatGPT / Claude / Perplexity / Gemini · answering your buyers right now
Who are the best AI outbound agencies?
ai
→ your turn, click the button
The answer above is a mock-up. The result is real: after 14 days of Lookout, Altitude went from unmentioned to a top 5 name in its category. Full data further down.
The shift nobody planned for

The search result is gone.
There is only the answer.

And the answer names three or four companies. Everyone else does not exist.

100%
of tracked buyer queries now trigger a Google AI Overview
Measured across our 24-question buyer prompt set. The answer box is no longer the exception. It is the interface.
source: Lookout daily sweep, Jul 2026
85%
of AI brand mentions come from third-party pages
Not from your website. AI trusts listicles, Reddit threads, YouTube and comparison pages. Get cited there or vanish.
source: GEO industry research, 2025
~20
source pages decide every category's answer
In our category the AIs kept citing the same short list of domains. A knowable, winnable battlefield.
source: Lookout citation analysis
The industry's answer

$150M+ raised to sell you
a dashboard.

Profound raised $96M at a $1B valuation. Peec went 0 to $10M ARR in 16 months. The category is real and the money knows it.

But every one of them hands you the same two things: a score, and a homework list for a content team you do not have.

The score is not the product. The work is the product.

Your AI visibility 3.1%
  • Publish 4 comparison pages
  • Get cited on 6 listicles the AIs trust
  • Fix machine readability on 12 pages
  • Pitch 9 editors and authors
  • Re-check everything next week
still your job
Meet Lookout

Not a dashboard.
An employee.

Lookout runs every day without being asked. It watches, hunts, writes, ships and reaches out. You approve with one word.

4,000+
AI answers read monthly
Every day it asks the engines the questions your buyers ask, and reads every answer. You could not do this by hand if you wanted to.
5
surfaces watched at once
ChatGPT, Claude, Perplexity and Gemini, plus Google's AI results. One agent covering everywhere your buyers ask.
6 min
from a chat message to built pages
Tell it "build a page for that gap" and previews are live before you finish your coffee. One word from you publishes them.
24/7
never clocks out
It hunts the pages the AIs trust, finds the people behind them, and sends its own placement emails. At night it runs experiments and keeps what works.
100%
of claims verified to a source
Everything it publishes carries a real source. It refuses to invent a fact, by design. That discipline is the whole company's DNA.
~0
hours of your time to run it
Your entire job: read a morning brief, reply with one word. The agent does the rest, and tells you exactly what it did.
one real day · from the agent's log
07:00Morning brief delivered. Verdict, what moved, what I did overnight, and the max 3 things that need a human.
09:12Founder, via chat: "lookout, build a page for the gap in GTM agency queries"
09:18Two pages built, previews live. Six minutes. Queued for one-word publish approval.
11:40Placement email sent to the editor of a listicle the AIs cite. Rails: max 3 a day, never the same person twice, contribution first.
18:05Google added AI answers to 2 more buyer queries. Prompt set updated, tomorrow's sweep adjusted.
02:30Dream cycle. Reviewed the experiments ledger, closed one hypothesis, opened EXP-003. Refused partial data as evidence.
every line above happened · the full log is git-versioned and timestamped
Dogfood first

We pointed it at our own brand.
14 days.

AI share of voice · altitudebiz.dev · Jul 4 to Jul 18, 2026 3.1% → 8.3% · rank #5 of 13 tracked brands
9%6%3%0% Jul 4Jul 11Jul 18 passed Regie passed Martal passed AiSDR 8.3% · top 5
144 samples a day across 4 AI engines. Early and volatile, and we say so: the point is the trajectory, and the whole record is immutable in git. No screenshots to take on faith.
Category leaderboard · how often AI names each brand watch row 5
111xcategory leader
2Artisan
3CIENCE
4Belkins
5Altitude8.3% · that's us, up from #8
6Regiepassed on day 7
7Martalpassed on day 10
8AiSDRpassed on day 12
↑ 2.7x share of voice in 14 days passed 3 funded competitors $0 spent on ads 1 human hour a day: reading the brief
Who is building this

Built by the human
it automates.

Amit Ben Dror. I build autonomous revenue agents for a living. Lookout is the one I built for myself, and it outworked me.

The unfair part

Six autonomous agents run in production today for my company and my clients: research, outreach, QA, publishing. Lookout is the seventh, and the first one becoming a product.

The GTM part

Top-performing SDR at Google Cloud, including a $5M quota quarter. Then founded Altitude, building AI revenue systems for B2B companies as a one-person company.

The founder part

Second time here. My first startup won an accelerator. I know exactly what I am signing up for, and what 8 focused weeks can produce.

The honest part

Solo today, ready to grow. My current team is agents I built myself, and they never miss a shift. Every claim on this page comes from a timestamped, git-versioned record.

The ask

Every company is about to hire
its first AI employee.

Visibility in AI answers is the first job it should own. The agent works today for one brand. Fusion X Base4u is where it becomes a product for thousands.

Scan your own AI visibility, free → amit@altitudebiz.dev
You just watched 14 days of Lookout in one scroll.