Evidence-Grounded AI Growth Operating System
You built it with AI.
Now grow it with proof.
Egifta Growth is being built to identify what is blocking growth, prioritise the next experiments and let AI agents act only within approved boundaries. Today it records your product’s growth context and reads one page of your website with deterministic rules — and says plainly which parts are not built yet.
In development · No AI model anywhere in the product yet · Every capability below is labelled with its real status
What a finding looks like
- Scope
- 1 page
- Rules
- 25
- AI models
- None
- No meta descriptionwebsite.meta-description.missing · v1.0.0SEO
- No call-to-action element detectedwebsite.cta.none-detected · v1.0.0CONVERSION
- No Open Graph imagewebsite.opengraph.image-missing · v1.0.0SEO
Built for teams moving from launch to revenue
One connected direction
From scattered signals to decisions you can explain.
What is built, what is waiting for deployment and what is still planned — each card says which, straight from the platform's module registry.
Product & growth context
Products, websites, audiences, positioning and growth goals, recorded as one structured profile per product, in workspaces your team shares.
Built · awaiting deploymentWebsite Snapshot Scan
One page of your website, read with deterministic, versioned rules. Every finding names the rule and the field it observed. No AI model reads it.
Built, limited · deployment gatedGoverned growth agents
Agents that act only inside approved boundaries, with a recorded human decision before anything is published or spent. Not built.
Planned · V2
Also on the roadmap
- Growth RoadmapPlanned · V1
- ExperimentsPlanned · V1
- Content & ClaimsPlanned · V2
- AI VisibilityPlanned · V2
- AnalyticsPlanned · V2
- ReportsPlanned · V2
How Egifta Growth works
Understand. Observe. Decide. Grow.
The loop the platform is being built to run, in the order a customer meets it.
01 / CAPTURE
Know your context
Your product, website address, positioning and goals, as a structured profile. No integration required.
Built · awaiting deployment02 / OBSERVE
See what is on the page
One page, deterministic rules, and findings that name exactly what they observed.
Built, limited · deployment gated03 / PRIORITISE
Choose what matters
A diagnosis across the funnel, separating what was observed from what was inferred.
Planned · V104 / EXECUTE
Act inside boundaries
Experiments and agents that act only after a recorded human approval.
Planned · V2
Solutions
Different growth problems. The same evidence discipline.
The wedge is helping AI-built B2B products move from launch to repeatable revenue.
- AI SaaS foundersTell a positioning problem from a conversion problem, then work in order.
- Small B2B SaaS teamsSpend scarce growth time on the work with the strongest evidence.
- AI product studiosOne workspace per product, each with its own context and findings.
- Software agenciesClient reports that show what was measured, not what was asserted.
- Venture studios and acceleratorsA lesson learned once, applied across a portfolio.
- Enterprise innovation teamsApproval trails and audit records designed for governance review.
Responsible by design
Evidence is the product, not a feature.
Most AI growth tools produce confident output and leave you to work out whether any of it is true. Every finding Egifta Growth produces today names the deterministic rule and the observed field behind it.
Verification is designed to run on Proofence Engine. It is not live: the current adapter is a deterministic mock and verifies nothing.
- A field read from your page
- Recorded with its rule
- A funnel hypothesis
- Planned — needs evidence
- An AI-generated recommendation
- No AI model in the product
- An automated action
- Not enabled
Egifta Growth Labs
Ideas worth testing, with the method attached.
Nothing is published yet. These are in preparation, and each will state its method and the limits of what it supports.
- ResearchIn preparation
What separates AI products that reach revenue from those that stall
A benchmark study across AI-built B2B products, published with its methodology and dataset description.
- Evidence standardsIn preparation
Evidence standards for growth claims
What a marketing claim needs behind it before it should be published, and how to record that.
- AI visibilityIn preparation
Visibility in AI answers
How AI assistants represent B2B products, and what actually changes that representation.
Ways to start
Start with a Growth Scan
Create an account, add your product and run a Website Snapshot Scan: one page, read with deterministic rules. The wider Growth Scan diagnosis is not built yet, and the customer platform is not deployed yet.
Work with Egifta Growth Studio
Managed growth engagements for teams who want the work done alongside them rather than handed to them.
Make your next move clearer
Find out what is actually blocking growth.
Start with a Growth Scan, or explore how the platform decides what to do next.