Which is this for, a marketing manager or a founder?

Both, and the book was written with both jobs in mind. Marketing managers get a measurable scoreboard and a case they can take to leadership. Founders get a method they can start themselves in a weekend without hiring anyone.

Become the Answer: The Reddit + AI Playbook (Ebook)

Q: What exactly do I get when I buy?

A 68-page PDF, Become the Answer, delivered by email immediately after purchase. Seventeen chapters across five parts, four appendices including a swipe file and a glossary, real annotated Google and AI Overview screenshots from live audits, an AI-visibility scoring method, and a 90-day starting plan.

Q: Do I need an agency to run this?

No. The method is written to be run in house. It needs a person who can read the target communities weekly and write like a human. If you would rather have it run for you, REDD runs the same program as a service, and every buyer can book a free AI-visibility audit call.

Q: How long before this shows results?

The book is honest about the sequence. Retrieval-connected engines such as Google's AI Overview and Perplexity move first because they read what currently ranks. Default ChatGPT lags, because trained-in knowledge updates slowly. The 90-day plan is built to give you a measured baseline in the first two weeks and a re-measured score at day 90.

The mechanism

The AI didn't pick your competitor. It quoted a Reddit comment.

This isn't a theory about where search is heading. It is observable today, in results you can pull up yourself in thirty seconds. Below are two captured from live REDD audits, reproduced in the book with the full read of what happened and why.

Google search result for bioderma atoderm review eczema. The AI Overview writes its verdict by citing Reddit consensus. — Google's AI Overview does not list links here. It writes a verdict, and it builds that verdict out of Reddit: "Users on platforms like Reddit generally reach a consensus that the balm acts quickly to soothe intense itching." The brand did not write that sentence. The community did, and the machine repeated it as the official recommendation.

Google search result for is it worth getting a personal injury lawyer. The AI Overview cites an r/Insurance thread which also ranks first organically. — The same chain, in a different category. An r/Insurance thread ranks number one organically, and the AI Overview builds its answer by citing that same discussion. The community talks, Reddit ranks, the AI turns the discussion into "the answer."

If the AI's answer is assembled from Reddit, then the lever that moves the answer is Reddit.

You cannot edit ChatGPT's training data. You cannot call Google and ask it to rewrite an AI Overview. But you can change what the Reddit conversations in your category say, genuinely, over time. Change those and you change the raw material every one of these machines reads before it answers.

Figure 1 · who the AI quotes

Reddit is the number one source AI answers cite

Share of all large-language-model citations, by source platform. When the machine reaches for what real people think, it reaches for Reddit, by a wide margin.

Reddit3.1%

LinkedIn0.3%

YouTube0.2%

Medium0.2%

Quora~0%

Source: LLM citation tracking, 2026. Reproduced from Figure 1 of the book.

Who this is for

Two jobs. One playbook.

The method is the same either way. What changes is the pressure you're under and what you need out of it, so the book gives you both: a scoreboard you can defend upward, and a plan you can run yourself.

groups

If you run marketing

Head of marketing · demand gen · growth · content lead

Your CEO is about to ask a question you can't answer yet: what is our plan for when customers ask ChatGPT what to buy? Nobody on your team owns AI search, because nobody has a method for it or a way to measure it.

What you get out of it

check_smallAn AI-visibility score you can chart month over month and put in front of leadership.
check_smallThe reason your last-click Reddit numbers look small while the program is working, and how to set that expectation before you start.
check_smallA defensible internal case: the citation data, the licensing deals, the ranking share, all sourced.
check_smallA 90-day plan with named owners and weekly cadence, so it survives contact with a roadmap.

Get the playbook · $47

Then bring us in for the free audit and let us make the case with you.

rocket_launch

If you're the founder

Founder · co-founder · CEO · owner

You don't need a bigger ad budget. You need to be the answer. Your buyers are deciding in public, on Reddit, on page one, and inside whatever ChatGPT tells them, and right now you're paying to interrupt them somewhere else.

What you get out of it

check_smallA method you can start yourself this weekend. No agency required, no new headcount.
check_smallThe research system that finds the exact threads and questions worth your time, so you're not posting into the void.
check_smallThe defensive play: what to do when a "stay away" thread is the top result for your own brand name.
check_smallAn honest go/no-go read, including how to tell when Reddit is simply wrong for your category.

Get the playbook · $47

Or skip ahead and book the free audit if you'd rather we ran it.

What's inside

Five parts, 17 chapters, one outcome

Each part moves you closer to the same goal: being the brand the machine names. Open any part to see the chapters.

Part 1 The New Deciding MomentChapters 1 to 3 expand_more

1. Your customer stopped Googling. They're asking the AI.

2. The AI's answer is built from Reddit. Proved three ways: the signed deals, the citation data, and live results.

3. Defining the win. What "becoming the answer" actually means, as three checkable outcomes.

Part 2 How the AI DecidesChapters 4 to 6 expand_more

4. How LLMs and AI search choose which brands to name.

5. Reddit's unique role: trained on, cited, and ranking. Three payoffs from one unit of effort.

6. Why Reddit rejects marketers, and why that hostility is exactly why the AI trusts it.

Part 3 The MethodChapters 7 to 11 · the core of the book expand_more

7. CRAWL. Get into the threads the AI already reads. Fastest, least control.

8. WALK. Create the threads the AI will cite. You author the source it quotes.

9. RUN. Build the community the AI treats as the category authority. Slowest, most powerful.

10. Research: the repeatable system for finding the threads and questions that matter, and the two-column Crawl / Walk map it produces.

11. Writing that the community upvotes and the AI quotes. This is where most attempts die.

Part 4 Proof and SpectrumChapters 12 to 14 expand_more

12. The full tactical spectrum: white, grey and black hat. Documented so you can recognise what competitors and vendors are doing, not so you run it.

13. Measuring the win: your AI-visibility score, and the attribution halo your analytics dashboard will hide from you.

14. Paid plus organic: using Reddit's ad platform to amplify your way into the answer.

Part 5 Make It RealChapters 15 to 17 · plus four appendices expand_more

15. High-value special plays: three applications that come up constantly and carry outsized value.

16. Turning it into growth, or into a service you sell.

17. Your first 90 days, sequenced.

Appendices. Three annotated case files from live audits, the swipe file (comment and post skeletons, subreddit launch checklist, the AI-visibility tracker, the don't-list), and a glossary.

Chapter 13

The scoreboard that makes this reportable

Most Reddit programs get killed from the outside. Somebody checks last-click sessions, sees a small number, and concludes it isn't working, while the thing you were actually buying is climbing. So the book gives you a KPI that measures the thing you're buying.

Fix a set of 15 to 30 prompts your customers really ask. Run them monthly across ChatGPT, Perplexity, Gemini and Google's AI Overview. For each, record whether you're named and whether the mention is positive, neutral or negative. Score it, total it, chart it. Here is the worked example from the book, for one prompt across four engines.

Prompt: "best project management tool for a small agency" · +2 named and positive, +1 neutral, 0 absent, −1 negative
Engine	Month 0	Month 3	Month 6
Google AI Overview	Absent · 0	Neutral · +1	Positive · +2
Perplexity	Absent · 0	Positive · +2	Positive · +2
Gemini	Absent · 0	Neutral · +1	Positive · +2
ChatGPT (default)	Absent · 0	Absent · 0	Neutral · +1
Score	0 / 8	4 / 8	7 / 8

Note the order. The retrieval-connected engines move first because they read what currently ranks. Default ChatGPT comes last, because trained-in knowledge updates slowly. That lag is the machine working as designed, and knowing it is what stops you quitting in month two.

Chapter 17

Your first 90 days, sequenced

Capability without a starting sequence stalls. This is the order the book puts things in, and you can start step one the day you finish reading.

Days 1 to 15

Baseline and map

Build your prompt-and-keyword universe. Run it through all four engines and record exactly where you're named, ignored or spoken of badly, and which Reddit sources drive each answer. Build the two-column Crawl / Walk map. Start seasoning accounts, because that part is slow. You finish knowing precisely what the machine says about you today.

Days 16 to 45

Crawl and defend

Reputation first: any negative thread that could become the AI's verdict on your name gets a real, human, factual presence. Then into the discovery threads, contributing genuine value with the brand appearing naturally. A handful of quality disclosed contributions a week, plus your first seeded posts.

Days 46 to 90

Scale, author, re-measure

Widen the Crawl work and lean into Walk: author the ranking posts across your open questions, especially the under-served cluster you can own outright. Then re-run the prompt set against your day-one baseline and read the movement, engine by engine.

The offer

Become the Answer

check_smallThe full 68-page playbook as a PDF, delivered the moment you buy.
check_smallSeventeen chapters: the mechanism, the Crawl / Walk / Run method, research, writing, measurement.
check_smallReal annotated Google and AI Overview screenshots from live audits, not mockups.
check_smallThree case files, the swipe file, the don't-list, and a glossary.
check_smallThe 90-day plan, and the AI-visibility scoring method behind it.
check_smallA free 20-minute AI-visibility audit call with us, for every buyer. We run your prompt set live and show you what the assistants say about you today.

$47 one time · instant download

Get the playbook

If you read it, run the day 1 to 15 baseline, and it tells you nothing you didn't already know, email us within 30 days and we'll refund it.

About the author

Hamza Esh

Founder, REDD

REDD is a Reddit-only agency. That narrowness is the whole point: the failure modes on this platform are specific, and you learn them by running accounts every day, not by adding Reddit as a line item to a social retainer.

The track record behind the method: a client subreddit grown to 20,000 members in under four months and a second to 10,000, a travel client at 40 or more leads a month at roughly $250 a lead, and zero account bans to date. The book documents what we do, including the parts we refuse to do.

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Questions

Before you buy

What exactly do I get when I buy?expand_more

A 68-page PDF, delivered by email immediately. Seventeen chapters across five parts, four appendices including the swipe file and a glossary, real annotated Google and AI Overview screenshots from live audits, the AI-visibility scoring method, and a 90-day starting plan.

Is this just SEO advice with "AI" in the title?expand_more

No. The subject is which brands the assistants name when a customer asks them what to buy, and the one lever that moves that answer. Google rankings do appear, because Reddit threads that rank are the threads the retrieval-based engines read and cite. Ranking is a mechanism here, not the goal.

Do I need an agency to run this?expand_more

No. It is written to be run in house, and it needs one person who can read the target communities weekly and write like a human. If you would rather have it run for you, we run the same program as a service, and every buyer gets a free AI-visibility audit call either way.

How long before this shows results?expand_more

The book is honest about the sequence rather than promising a date. Retrieval-connected engines such as Google's AI Overview and Perplexity move first, because they read what currently ranks. Default ChatGPT lags, because trained-in knowledge updates slowly. The 90-day plan gives you a measured baseline in the first two weeks and a re-measured score at day 90, so you can see movement rather than guess at it.

Is any of this against Reddit's rules?expand_more

The method taught is disclosed, genuine participation. Chapter 12 documents the full spectrum including grey and black hat tactics, explicitly so you can recognise what competitors and vendors may be doing to you, not so you run them. There is a "don't-list" in the appendix for exactly this reason. We have had zero client account bans to date.

My category is boring. Does Reddit even have communities for it?expand_more

Sometimes the answer is no, and the research chapter is deliberately built to give you an honest go/no-go read early rather than six months in. The case files in the book cover curtains, eczema skincare and personal injury law, so "boring" is not usually the disqualifier people expect.

Can I expense this?expand_more

Yes. Use a work email at checkout and you get a receipt you can file. At $47 it sits under most discretionary limits, which is part of why the internal case chapter exists.

Your buyers are deciding in Reddit threads.
You're not in them.