Humans browse
Human visitors respond to design, story, usability, confidence, tone and trust.
AI is changing discovery
Brands people choose. AI systems understand.
Pixelhatch helps brands, launches and products repair the signals that make them clearer to people and easier for AI systems to interpret, trust and recommend.
Signal Repair, Launch Signal Strategy, Agentic Branding, TEO strategy, design execution and product thinking — built into one practical creative studio.
The thinking behind the practice
Before visibility comes signal.
Pixelhatch is built around a simple idea: before you optimise for the system, repair the signal. In an agentic era, businesses, products and people are increasingly interpreted by AI-assisted systems before a human ever makes a decision.
If the signal is unclear, inconsistent, outdated or unsupported by proof, the result is not just poor visibility. It is misrepresentation, missed context and lost trust.
01
Signal Repair
The problem Pixelhatch exists to solve: improving the clarity, context, consistency, proof, currency and trust signals that help businesses, products and people become understood, trusted and chosen.
Explore Signal Repair →02
Agentic Branding
The discipline we use to shape brands for both human decision-makers and AI-assisted systems, so organisations become easier to understand, recommend and trust.
Read about Agentic Branding →03
TEO
The framework we use to deliver the work: AEO, GEO and LEO. Eligibility, context and language working together to improve how a business is interpreted, surfaced and selected.
See the TEO framework →The new website brief
Your website has two audiences now
People still visit your website. They look for clarity, trust, design, tone and confidence.
But AI systems and agents read websites differently. They look for structured information: what the business offers, who it serves, where it operates, what proof supports it, and when it should be recommended.
That matters because search, discovery and buying journeys are moving toward AI-assisted comparison and recommendation. Pixelhatch helps your website work for both audiences.
Agents read signals
AI systems look for clear offers, product and service information, proof points, location signals, FAQs, policies, structure and reasons to recommend.
- Agentic Branding makes the business, product or person clear to AI systems.
- TEO improves answer eligibility, reusable language and generation context.
- Launch Signal Strategy strengthens the public, crawlable evidence behind campaigns and products so they become easier to understand, cite and recommend.
- Telleo Consulting gives agencies a repeatable way to scan, explain and repair the gaps.
Launch Signal Strategy
Paid media gets you seen. Signal repair helps you become the answer.
Launch Signal Strategy is the evidence and signal layer behind a campaign, product launch or new offer. It does not replace your marketing strategy. It strengthens what the strategy points to, so people, search systems and AI-assisted tools can understand, trust, cite and recommend the launch with more confidence.
Map the claim
Clarify what the campaign is asking the market to believe, who it is for and which category it should be placed in.
Check the evidence
Find the public, crawlable proof, comparison, trust and context gaps that could weaken recommendation confidence.
Repair the signal
Prioritise the smallest public asset that closes the highest-risk gap: a comparison page, proof note, FAQ, explainer or before/after example.
Best used before heavy campaign spend.
Marketing creates demand. Signal repair strengthens what demand points to.
The shift
You're losing customers you can't see.
A customer asks AI who to hire, buy from or compare. The assistant may summarise a small set of options before the customer ever reaches a website.
If your site isn't clear, structured, and credible in the way AI needs, you're simply not included.
How it works
We optimise for being understood.
Using Telleo, we show exactly how AI assistants interpret your business, then fix the gaps with clear, structured, quotable content.
Scan
See exactly how AI describes your business today and where it's getting it wrong.
Rewrite
Fix your key pages with clearer, structured content that AI can actually understand.
Prove
Re-scan and show measurable improvement from unclear to easier to recommend.
Platform
Telleo is the platform behind it.
Telleo lets you run AI visibility scans, share results through a branded client portal, and turn website comprehension gaps into strategy, content, SEO and optimisation work for clients.
The system
One framework. Three ways in.
Pixelhatch gives you a framework, an implementation path, a measurement layer, and a studio for the creative work that supports it.
Framework
- TEO defines how recommendation confidence is built
- Agentic Branding applies that framework to your pages, proof and structure
- Built for interpretation, trust and selection
Service + platform
- Launch Signal Strategy prepares campaigns, products and new offers for answer-ready discovery
- Telleo Consulting helps agencies and teams turn AI visibility into client-facing work
- Both show what AI is saying and what to fix next
Studio execution
- Websites that explain the business clearly
- Content systems that support human and AI understanding
- Creative delivery that builds trust across touchpoints
Pixelhatch Studio
Need it built properly?
Studio is where the work gets made: websites, content systems, campaign assets and design support that make your brand easier to understand, trust and choose.
Pixelhatch products
We are not just advising from the sidelines. We build the tools too.
Pixelhatch does not just talk about the shift. We build small, focused products around the places it is already causing friction: how brands are recommended, how experienced people are read, and how AI systems quietly break in production.
Live platform Brand visibility
Help agencies turn AI visibility into client work.
Telleo turns AI visibility into a practical agency workflow: scan how assistants read a business, show what is missing, then package the content, proof and structure work clients need next.
Observatory HatchRank SmartRewrite
Explore Telleo 
Live product Career signal
Your experience is not the problem. Your signal is.
Battlecat is live for senior creatives, strategists, marketers and experienced operators whose work needs to read clearly across modern hiring systems.
Free diagnoses the signal. Paid repairs it.
Run the free signal check 
Live product Model lifecycle risk
Watch AI models before production breaks.
Zombify monitors AI model lifecycle status so developers and teams can spot deprecated, retired and high-risk models before users find the problem for them.
Active Deprecated Zombie
View Zombify Next step
See how AI is describing your business.
Then fix what's stopping you from being recommended.