AI Discovery & Growth

Make your product easier to find, understand, and choose.

We structure your product and public knowledge so AI assistants can describe it accurately, then improve the path from discovery to activation. The work connects answer visibility, onboarding, conversion, and the metric your team needs to move.

  • AI discovery review
  • Answer monitoring
  • Structured product content
  • Onboarding and activation
Book a discovery callSee what we build
assistant.example/ask?q=best-invoicing-tool
best invoicing tool for a small agency
AI answer

Common picks are three tools that publish clear pricing, agency case studies, and comparison pages. Yours is not cited.

Competitor pricing pageReview siteAgency forum thread
Log the gapReview first

  • Competitor A

    Cited 4 times

    Pricing page

    Clear plan table

  • Competitor B

    Cited 3 times

    Case studies

    Agency examples

AI answer check

The problem

Discovery and activation are now one product problem.

Buyers increasingly ask AI assistants to compare products, explain a category, or recommend a tool. If the assistant cannot understand your product, it cannot cite or recommend it. You lose the opportunity before a visit begins.

The second leak happens inside the product. Clear discovery still needs a clear first step, useful onboarding, and a reason to continue. We connect both sides without turning the work into keyword stuffing or a separate marketing silo.

What we hear

People ask an assistant what to use, then arrive with a short list. We do not know how our product appears in that answer, and the visitors who do arrive still drift before they reach value.

Why this matters now
What we do

We connect the discovery layer to the product growth layer.

  • 01
    AI discovery review

    See how assistants describe, compare, cite, and miss your product across important questions.

    Targets visibility
  • 02
    Answer monitoring

    Track how the answer changes over time and where competitors or weak sources take your place.

    Targets share of answer
  • 03
    Structured product content

    Make your product, use cases, proof, and limits easier for people and machines to understand.

    Targets discovery
  • 04
    Onboarding and activation

    Move new users from an informed first visit to the first outcome that proves the product's value.

    Targets activation
  • 05
    Conversion and upgrade flows

    Improve pricing, paywalls, prompts, and in-product decisions around the moments that move revenue.

    Targets conversion
  • 06
    Growth feedback loop

    Connect answer visibility, product behavior, and revenue signals so each cycle improves the next decision.

    Targets learning

This is product-led and design-led work. No link farms, no keyword stuffing, and no chasing a metric your business does not use.

How we build it

From invisible to understood, then from visitor to user.

Step 01
Audit the answer and the path.

We see how assistants describe you and where a new visitor loses the path to first value.

Weeks 1-2
Step 02
Choose the highest-value moves.

We rank discovery, content, onboarding, and conversion changes by projected return.

Week 3
Step 03
Build the source and the flow.

We improve machine-readable content, product explanations, onboarding, and the key decision points.

Weeks 4-7
Step 04
Instrument the outcome.

We connect answer visibility and product events to the metric that tells you whether the work matters.

Week 8
Step 05
Review and iterate.

We watch the answers and the funnel together, then improve the next weak point instead of guessing.

Monthly
The method

Discovery, product experience, and measurement in one loop.

The stack stays practical. We use the sources, tools, and events that let your team see what changed.

  • 01Answer researchQuestions, assistant comparisons, source review, and a record of how the product appears.
  • 02Structured contentClear information architecture, schema, machine-readable pages, and maintained product knowledge.
  • 03Product messagingUse cases, proof, boundaries, and category language that help people and assistants understand the fit.
  • 04Growth experienceReact, Next.js, TypeScript, onboarding, activation, conversion, and upgrade flows.
  • 05Product analyticsEvents and funnels that show the path from first visit to activation, conversion, or expansion.
  • 06Review cycleA regular comparison of AI answers, product behavior, and the metric the work is meant to move.
What you get

A clearer answer and a stronger path to value.

yourproduct.com/ai-discovery-growth/deliverables
  • Discovery baselineA record of how assistants currently describe, cite, and compare your product.
  • Machine-readable sourceStructured pages and product knowledge that make the important answer easier to retrieve.
  • Content and message planThe pages, proof, use cases, and product explanations that need to improve.
  • Activation flowsOnboarding and first-value paths designed around the user and the target metric.
  • Conversion improvementsPricing, upgrade, and in-product decisions shaped around the moments that matter.
  • Measurement loopEvents and reviews that connect answer visibility to product and revenue behavior.
The Ship-It Guarantee

We agree on the scope and launch date before the build begins. You always know what is included, what is out of scope, what comes next, and when it will ship. If we miss the deadline because of our work, the final payment is on us.

The working agreement

Clear scope, close collaboration, useful handoff.

The same operating commitments apply whether you start with an audit, a build, a rescue, or growth work.

  • Founder inevery engagement
  • Senior teamno shared pool
  • Fixed scopeprice agreed first
  • Weekly reviewshared channel
  • Your repodesign files
  • Stop anytimeno notice period
The usual path
  1. 01Start here
    AI Experience Audit

    A fixed price, two week audit that finds where AI can move a metric in your product, and where it cannot.

    • Ranked AI opportunities
    • Projected return by metric
    • Adoption and friction review
  2. 02
    AI Experience Build

    We build the opportunity your audit proves. Fixed scope, fixed price, same team from strategy through handoff.

    • AI experience design
    • Production build in your stack
    • Guardrails and fallbacks
  3. 03
    AI Growth Sprints

    Keep improving the AI layer after launch. Book one sprint at a time when the next improvement is clear.

    • Plan against the audit projection
    • Evals and live monitoring
    • One improvement per sprint
Built for people and their agents

Design the layer people use and agents can understand.

Your buyers use agents to research products, and your users will ask agents to complete work inside them. We design the boundaries, sources, and actions for both sides of that interaction.

  • This service

    Agentic website

    A site with clear, machine-readable answers that agents can cite for buyers. Your team keeps approval over what gets published.

    yoursite.com/llms.txt
    • Structured source
    • Machine-readable pages
    • Review before publish

  • Agentic application

    An agent inside the product that plans and acts with visible steps, clear approval points, and a way to undo the work.

    • Planning
    • Needs approval
    • Completed
    • Handed back

  • Agentic workflows

    Agents that run repeatable work behind the product, with checks, logs, and a human checkpoint when a wrong action is expensive.

    TriggerAgentReviewSystem of record

Not sure which one you need? The AX Audit covers AI and agentic experience: how people use your AI, and how agents read and act on your product.See the AX Audit

The team behind the work

Senior product, design, and engineering in one room.

  • 11companies the team has built insideEmployment and contract work, 2019 to today
  • 13products shipped to productionCounted, not estimated
  • 8industries servedThe same eight on the industries page
  • 7+years shipping softwareFounder, first production release to today
  • 10+senior designers and engineersEvery one has shipped to production
Where the team has built
In their words

Shahriar has a deep understanding of frontend development frameworks and consistently delivers high-quality solutions. He is a valuable team player with excellent communication skills and a proactive approach. I highly recommend him!

ASM Mobarak HossainAI Specialist, IBMWorked together @ShareTrip
Where the layer fits

Where this service does its best work.

A revenue product, a healthcare workflow, and a developer tool need different boundaries. See how the work changes with the context.

Service questions

Questions your team may ask.

StillCurious?Ask us anything about the layer, the process, or what it costs.Talk to Us
Is this an SEO service?

No. We do not sell rankings or link building. We make your product easier for AI assistants and people to understand, then improve the product path from discovery to value.

What does AEO (answer engine optimization) mean here?
How do you measure the work?
Which AI assistants do you look at?
Do you change our website?
How long before we see results?
Next step

Discovery only matters when the product can carry it.

Being named in an answer is the first step. The product still needs to explain the fit, create a useful first moment, and give the right user a reason to continue.

The audit ranks the discovery and growth moves that can return the most. We then build the sources, flows, and measurement that let you see whether they do.

Book a discovery call

Be easier to find, then easier to choose.

A 14-day audit shows how assistants see your product and where new users lose the path to value. You get a plan to improve both, or a clear reason not to.

  • NDA from the first conversation.
  • Response within 24 hours, guaranteed.
  • Founder-led from first call to handoff.
Shahriar P. Shuvo

Every inquiry receives a focused reply within 24 hours. Qualified projects receive a clear proposal within 3 business days.

Send project details

What should we work on together?*