Agent kits for AEO & ChatGPT Ads

OpenRank Labs.

Find AI citation gaps.Know what ads must earn.

Turn your source material into answer-page briefs, campaign test plans, and acquisition cost reviews.

Explore the agent kits See how they work

Run in your own AI tools. Free samples to inspect.

OpenRank Agents / Core workflows

Prioritize the pages to build.
Set limits on ad spend.

01AI search & content

Know which pages your buyers need.

Find where competitors appear in the answers you supply, then turn the missing information into a page brief your team can publish.

AEO Evidence Scout

Prioritize content from observed citation gaps.

You get Buyer-question map, citation register, and a ranked list of gaps to investigate.

Answer Page Architect

Give writers the answer, structure, and proof to work from.

You get Direct-answer outline, draft sections, and a claim-to-source map.

02Ad planning & performance

Know what your ad spend must earn.

Put costs, conversion assumptions, and launch requirements into the same plan. Review results with fees and attribution differences in view.

GPT Ads Launch Planner

Check the business case before committing a test budget.

You get Campaign brief, budget scenarios, launch blockers, and stopping rules.

Acquisition Analyst

See the costs and data gaps behind reported performance.

You get Source-separated review, reconciliation issues, and a next-action memo.

Six workflow kits. Run them in your own AI tools, using your own source material.

View all six products

Inside the product workflows

Find gaps. Build pages.
Check ad costs.

Supply your evidence.
Get a document your team can act on.

Find where competitors get cited.

AEO Evidence Scout reviews your dated AI answers, records who is mentioned and cited, and prioritizes content gaps to investigate.

You get: buyer-question map + citation registerInspect AEO Evidence Scout

Scroll to follow the journey, or choose a step.

Try the browser tools

Inspect citation changes.
Check the cost of a test.

Use your own supplied snapshots and assumptions to explore the evidence. Start with the labeled examples to see how the tools work.

See the AEO Evidence Scout kit

01 / AEO Evidence Diff

Which mentions and citations changed?

Compare two dated AI-answer snapshots and export the changes with their source context. Use the differences to choose what to investigate next.

Compare answer snapshots 02 / GPT Ads Test Planner

What conversion rate covers the test cost?

Model media spend, fees, order value, and margin. Compare low, baseline, and high conversion assumptions against break-even.

Model the test economics Free browser prototypes. Example data is synthetic; modeled scenarios are not performance forecasts.

Creative & editorial production

Prepare ad variations.
Produce researched articles.

Creative Test Lab

Test three different reasons to buy.

Turn one offer into three message angles, copy variants, and visual production directions. Each angle carries a hypothesis and a metric, so your team knows what the comparison is testing.

Inspect the creative kit

Editorial Agent Trio

Take research through draft and review.

A researcher assembles the evidence, a writer drafts the article and social adaptation, and a reviewer checks the claims. Your author gets a draft and source ledger to approve.

Inspect the editorial kit

Custom GPT & workflow build

Connect one repeatable task
to the tools your team uses.

Turn a defined workflow into a custom GPT or API assistant with a curated knowledge source and up to two supported integrations. Pilot it with your team before a wider rollout.

50 agreed evaluation cases
Pilot for up to five internal users
Operating runbook and 30-day defect correction

Standard pilot: 4–6 weeks. Model, API, and hosting fees are separate.

From $12,500One timeSee implementation scope

Need ongoing delivery? AI visibility content & reviews

Campaign creative & optimization

Using the products

How the
agent kits work.

What do I get from an agent kit?

Role instructions, input and output templates, and review checklists for a specific task. Supply your approved documents or exports and run the workflow in your own compatible AI tool. Product pages include a free sample so you can inspect the workflow before choosing a kit.

Which product should I start with?

Use AEO Evidence Scout to identify citation and information gaps, then Answer Page Architect to prepare the page brief. Use GPT Ads Launch Planner before an ad test, Creative Test Lab to prepare message variants, and Acquisition Analyst when you have performance exports to review.

Will the products connect to my accounts or publish for me?

The kits produce drafts and decision documents from the inputs you supply. Connected tools, account setup, CMS publishing, and managed campaign execution belong to a separately scoped implementation or agency service.

How do I try the products?

Open a product page to download its free sample template. You can also try AEO Evidence Diff and GPT Ads Test Planner in your browser. Kit pricing and purchasing availability are shown on each product page; AI-tool subscriptions and custom implementation are separate.

Choose your workflow

Find the content gap.
Plan the next ad test.

Explore the agent kits