/

Playbooks

Dabudai for Agencies: White-Label AI Search Intelligence Platform to Deliver Client Results

OpenAI logo on a smartphone on a laptop keyboard — illustrative image for a ChatGPT traffic case study.
Kyrylo Poltavets - AI SEO & automation expert, co-founder of Dabudai

Kyrylo Poltavets

Feb 12, 2026

Feb 12, 2026

5-7

5-7

min read

min read

AI search is becoming a new demand channel. Clients now ask ChatGPT, Gemini (Google AI Overviews), and Perplexity:

  • “What are the best tools for …?”

  • “Which agency/service should I choose?”

  • “Compare vendors and alternatives”

  • “What’s the best solution for my business size?”

Agencies are already selling SEO — now they’re being asked for ai seo for agencies, as AI answers start shaping shortlists before a client ever clicks a website.

If AI doesn’t mention your client — or recommends competitors — your client loses demand before the first click.


Dabudai helps agencies productize AI visibility and recommendations as a service
— with measurable outcomes, client-ready deliverables, and white-label delivery.

Dabudai is an AI Search Intelligence Platform — built as a closed loop

Dabudai is an AI Search Intelligence Platform designed as a clear closed loop:

Measure → Explain → Improve → Validate results


This matters for agencies because clients don’t pay for dashboards — they pay for progress.

Screenshot of the Dabudai website homepage showing the headline “Get your brand mentioned in ChatGPT and Google AI” and an AI visibility analytics dashboard with coverage, SOV, average position, and recommendation rate metrics

The agency problem: “We have data, but what do we do next?”

Most teams can measure something (mentions, rankings, traffic). But in AI search, that’s not enough:

  • You need to know why AI recommends competitors

  • You need a prioritized plan for what to change first

  • You need to prove impact with before/after

  • You need a scalable way to run this across multiple clients

That’s exactly what Dabudai is built for.

How Dabudai works for agencies (3-layer platform)

1) Context Layer: Brand Truth (per client)

For each client, Dabudai helps structure the essentials that AI needs to “understand” and represent the brand correctly:

  • ICP questions & use cases

  • objections and competitive comparisons

  • key messages and positioning

  • proof points (case studies, reviews, numbers, citations)

If Brand Truth isn’t defined, AI will build the narrative on its own — often in a way that hurts conversion.


2) Intelligence Layer: AI scenario tracking and competitor benchmarking

Dabudai runs scenarios that reflect how buyers actually search:

  • “best tools for …”

  • “alternatives to …”

  • “X vs Y”

  • “what is the best … for SMB / enterprise”

  • “how to choose …”


Then it benchmarks each client against competitors and tracks the metrics agencies care about:



3) Action Layer: Smart Recommendations and execution plan

This is where agencies win.

Dabudai turns insights into Smart Recommendations — a prioritized list of actions across:

  • Website optimization

  • Content marketing

  • Media / third-party outreach

So your agency can stop “explaining graphs” and start delivering a clear plan that moves AI answers.

Smart Recommendations in ~10 days (time-to-first-value)

After onboarding a client, the platform collects baseline data, completes competitor benchmarking, and typically delivers first Smart Recommendations in ~10 days.

Timing depends on how many scenarios and AI models you track — but the goal is consistent: fast time-to-first-value.

For agencies, this is powerful because it supports a short, productized onboarding cycle and creates a clear narrative:“In the first 10 days we baseline and deliver a prioritized AI improvement plan.”

The AI Visibility Map: find where each client is losing — fast

Dabudai makes analysis simple with an AI Visibility Map:

Company → Topics → Prompts → Models


So you can quickly see:

  • which client has a drop in Share of Voice

  • which topic is underperforming

  • which prompt scenarios are losing to competitors

  • where results differ across ChatGPT vs Gemini vs Perplexity

This lets your team focus on the highest-leverage actions instead of guessing.


Agencies can start with a free 7-day white-label pilot

You can get a free 7-day pilot, including white-label delivery.
This allows you to onboard your first client fast, run baseline AI scenario tracking, and validate how Dabudai fits into your service workflow — before committing long-term.


What you get in the pilot:

  • A multi-client workspace (your agency account)

  • A client-ready AI baseline (Share of Voice, Average Position, Recommendation Rate)

  • First Smart Recommendations and a prioritized improvement plan

  • White-label setup (domain + logo + brand colors)

Free 7-Day White-Label Pilot: Timeline and Deliverables

Timeline

What happens

What you get

Day 0–1

White-label setup (domain/logo/colors) + client project creation. Define baseline tracking: brand, competitors, ICP scenarios, topics and prompts.

A client-ready workspace under your brand + baseline tracking launched.

Day 2–7

Baseline data collection across AI systems (ChatGPT, Gemini/AI Overviews, Perplexity). Competitive benchmarking begins and the AI Visibility Map starts forming.

Early visibility trends, coverage across topics/prompts, and competitive baseline signals.

After the pilot (once 6–8+ days of data are collected)

Dabudai generates Smart Recommendations and a prioritized improvement plan across: website optimization, content marketing, and media/third-party outreach.

A high-quality, actionable plan you can execute and validate with before/after tracking.


Agency Advantages (the ones that directly increase trust, conversion, and average deal size)

1) One agency account with all clients inside

You get a single dashboard that includes all client projects, making it easy to:

  • instantly see which clients are “dropping”

  • spot where performance is trending up

  • prioritize account work based on biggest impact

This is a big operational win for agencies managing multiple retainers.


2) White-label delivery under your brand (seriousness = higher conversion)

With white-label, your agency can present Dabudai as a full platform under your brand, which:

  • increases trust (“this agency has a real system”)

  • signals maturity (newcomers usually don’t have platforms)

  • improves sales conversion and supports higher pricing

You’re not selling “hours” — you’re selling a system.


3) Each client sees only their own account

Clients have access only to their project — they cannot see other clients, data, or workspaces.

This makes it safe for agencies to scale and onboard clients confidently.


4) Clients don’t see platform pricing (you control the margin)

Clients don’t see how much the platform costs.

That means your agency can:

  • set pricing based on client size (SMB vs mid-market vs enterprise)

  • maintain margin

  • bundle platform + services without price objections


5) Sell Dabudai as an add-on or include it in higher-tier packages

Agencies can productize Dabudai in two common ways:

Option A: Add-on

  • “AI Visibility & Recommendations Reporting” as a paid add-on
    Great for increasing ARPA without changing the core retainer.

Option B: Included in premium package

  • Include Dabudai in “Growth / Premium / Enterprise” tiers
    Great for increasing average deal size and making the package defensible.

Either way, it increases the perceived value of your offer.

Agency Delivery Advantages (What You Get With Dabudai)

Agency advantage

Why it matters

What you can sell

One workspace with all clients inside

Quickly spot which clients are dropping in Share of Voice / recommendations and which accounts are trending up — all in one view.

Scalable multi-client delivery, faster prioritization, stronger retention.

White-label delivery (domain, logo, brand colors)

Increases trust and perceived seriousness: clients see a real platform under your brand, not “a consultant with spreadsheets”.

Premium tiers, higher conversion on sales calls, higher average deal size.

Client isolation (each client sees only their own account)

Safe and scalable: clients never access other projects or internal agency work.

Enterprise-ready delivery and easier onboarding for multiple accounts.

Clients don’t see platform pricing

You control packaging and margin. Price based on client size and value, not on the underlying tool cost.

Flexible pricing, stronger upsell potential, higher profit per client.

Sell as an add-on or bundle into a higher-tier package

Dabudai becomes a clear “product” inside your offer, not an extra task.

AI visibility as a paid add-on, or included in premium retainers to increase ARPA.


The difference between ad-hoc audits and scalable delivery is having the right ai seo tools for marketing agencies — tools that let you manage multiple clients in one workspace, keep accounts isolated, and deliver fully branded reports your team can reuse across engagements.

What agencies deliver to clients with Dabudai

With Dabudai, you can ship client-facing deliverables consistently:

  • Competitive AI Share of Voice reporting

  • A clear explanation of why AI recommends competitors (gaps + drivers)

  • Smart Recommendations and a prioritized execution plan

  • Topic/prompt-level breakdown via AI Visibility Map

  • Before/after measurement to prove impact

This turns AI visibility into a scalable service, not an ad-hoc experiment.

Who this is for

Dabudai is ideal for:

  • SEO agencies expanding into AEO / AI search

  • Growth & performance agencies that want a differentiator

  • Consulting teams productizing reporting + action plans

  • Specialists who want a platform-based offer (not “hours for money”)


Want to offer AI visibility and recommendations under your own brand? Start a free 7-day pilot (white-label) and get a client-ready baseline + action plan.

FAQ

What are the best performance tracking tools for AI SEO agencies?

The best performance tracking tools for ai seo agencies are those that measure visibility in AI answers across engines, benchmark competitors, and prove impact with clear before/after reporting. This matters because clients don’t renew on “activity” — they renew on measurable lift and clear wins.


Can I run multiple clients in one workspace?

Yes — Dabudai is designed for multi-client management so you can track performance across all accounts and prioritize work fast.


Can clients see other projects?

No. Each client sees only their own account.


Will clients see the platform pricing?

No. Agencies control packaging and pricing strategy.


Is Dabudai just an “AI mentions tracker”?

No. Dabudai is an AI Search Intelligence Platform built as a closed loop: measure → explain → improve → validate.


How fast can we deliver first value?

First Smart Recommendations are typically available within ~10 days after baseline data collection and competitive benchmarking.