An unranked comparison

Houses of Growth or Index Lab for AEO in Dubai - how do you actually decide?

Both firms use the same three letters. They don't do the same job. Here's what each says about itself, in its own words, and the questions that actually separate them for a buyer.

28 Labs · September 2026

There's no single winner here - the two firms are built for different jobs. Houses of Growth is a SaaS-focused growth shop that treats AI search as one channel inside a content, Reddit and paid-media program. Index Lab is a dedicated AI-visibility agency running a seven-part framework - audits, site optimization, content, source pages and monitoring - aimed at ChatGPT and Gemini specifically. Which one fits depends on whether you need content volume and demand capture, or a structured AI-visibility program, and on the evaluation questions below, which apply to both.
Read this with that in mind28 Labs is a Dubai AI-visibility firm. We compete in the same market as the two agencies profiled below, which makes us a participant here, not a neutral referee. Everything below comes from each firm's own public materials - nothing we couldn't verify made it in. If either firm sees something wrong, we'll correct it.

What Houses of Growth says about itself

Houses of Growth describes itself as a founder-led agency that helps B2B SaaS companies generate revenue from AI search. Its stated target client is a SaaS company that's invisible in Google and AI answers, or unhappy with a previous agency or freelancer.

Its model runs three lines: AI Search & SEO (long-form content, brand mentions placed on third-party publishers, on-page optimization, Google Business Profile work), Reddit Marketing (signal-based posts in high-intent communities), and Paid Search (landing pages, Google Ads, with a stated plan to add ChatGPT Ads). It publishes named case-study metrics - a 33% pipeline share from AEO for one client, 100k monthly organic traffic for another, a six-figure enterprise deal attributed to AI search engines for a third. For measurement it uses a third-party AI-visibility tracking tool rather than a proprietary instrument, and reports results as case narratives rather than a published methodology.

What Index Lab says about itself

Index Lab describes itself as an "AI-SEO-native" agency with the tagline "Be the brand AI recommends," operating from Lisbon, Dubai and London. Its framing: traditional SEO chases ranked blue links, while its work targets visibility inside the AI answer itself.

Its stated framework has seven parts: prompt and content strategy, an AI visibility audit, AI-ready site optimization, content execution, information-source pages, source hunting, and ongoing monitoring. Clients can buy the full framework or individual pieces. It names ChatGPT, Google Gemini and Google AI as target platforms, offers two free diagnostic scans (an "LLM Visibility Scan" and an "LLM Readiness Audit") as an entry point, and lists a client portfolio including Wandr, Flash Facial, Baby Sisters and AlignEat.

Houses of Growth, in one line

  • SaaS-only client focus
  • Content + Reddit + paid, AI search one lane among several
  • Rents a third-party visibility tool
  • Reports through named case studies
  • No long-term contract, recurring engagement

Index Lab, in one line

  • B2B and e-commerce client focus
  • Seven-part AI-visibility framework, modular
  • Two free diagnostic scans as entry point
  • Names ChatGPT, Gemini, Google AI as targets
  • Multi-city presence: Lisbon, Dubai, London

What the comparison actually turns on

Put the same questions to both firms before you sign anything. They're the ones we tell every buyer to ask any AEO provider in our Dubai buyer's guide, adapted here to a direct head-to-head.

Which questions and engines do they actually measure?
Houses of Growth measures through a rented third-party tool; Index Lab names ChatGPT, Gemini and Google AI as targets. Ask both: what's the fixed question set, and how often is it re-run?
Do the numbers re-derive to evidence?
A case-study headline like "33% pipeline" isn't the same as a verbatim AI answer you can inspect. Ask to see the actual response text, not just the summary metric.
What's measurement and what's content delivery?
Both firms produce content. Ask which parts of the engagement measure your current position and which are the work meant to move it, and how you'd know if the second isn't working.
What's the contract shape?
Houses of Growth states no long-term contract. Index Lab's framework is modular by design. Ask what a 90-day scoped engagement costs from each, not just the full retainer.
What vertical experience do they have in yours?
Houses of Growth is explicitly SaaS-focused. Index Lab's public portfolio spans e-commerce and consumer brands. If you're neither, ask directly whether they've worked your category before.
Who does the work?
Founder-led shops can mean senior attention, or a bottleneck at scale. Ask who's actually on your account past the first call, and how many other clients that person carries.
What happens when the numbers don't move?
Ask both firms directly: what did you change last time a client's visibility stalled, and how did you know it stalled versus just moving around month to month?

How to run the bake-off

Don't compare decks. Ask both firms for the same small, scoped diagnostic against the same 10-15 real buyer questions in your category, priced and timeboxed the same way. Then compare what actually lands in your inbox: the verbatim AI answers, the source list, and the written recommendation, not the pitch.

The firm that hands you re-derivable evidence, is specific about which engines and questions it covers, and tells you plainly what it doesn't measure is easier to judge on its merits than one that hands you a summary slide.

It depends on what you need first

If you need content volume and demand capture across search and Reddit for a SaaS product, Houses of Growth's model is built for that. If you want a structured, AI-specific framework spanning audit through monitoring across ChatGPT and Gemini, Index Lab's model is built for that. Neither firm's public materials describe a frozen, client-approved measurement instrument re-run on a fixed cadence with per-query evidence - that's a different job, and it's worth knowing which one you're actually buying before you sign.

What we do about it

28 Labs is the measurement-first option in this same market. We don't run a SaaS content program and we don't sell a modular AI-SEO framework. We measure a fixed set of real buyer questions across ChatGPT, Claude, Gemini and Perplexity on a repeat cadence, show the verbatim answers, and name what the numbers can and can't prove. If the seven questions above are the ones that matter to your decision, that's our lane, and the same questions apply to us. Start with what a proper diagnostic actually costs: see our AI visibility audit cost guide.

28 Labs measures how AI engines answer real buyer questions across a fixed, client-approved question set, and shows the evidence behind every count. Profiles above drawn from each firm's own public materials as of September 2026; corrections welcome. try28labs.com