Tested in the real apps · October 19, 2026

We asked Claude, ChatGPT and Gemini the same 4 questions in 8 niches.

Real winning YouTube videos each answer named, with view counts we checked against our database. Default settings, fresh chats, typed exactly as a creator would.

Claude + Niche King83
ChatGPT alone15
Claude alone0
Gemini alone0
NicheClaude + Niche KingChatGPTClaude aloneGemini
Plumbing9000
HVAC9500
Roofing12500
Real Estate Investing9100
Weight Loss9000
Affiliate Marketing13000
Local SEO11100
Side Hustles11300

ChatGPT searched the web; about half of its 15 could be checked, and one view count was wrong. Claude alone searched the web in 5 of 8 niches and named channels and articles, never a video with its view count. Niche King answers made up 0 view counts and used no web search. One run per app per niche, scored by script.

Blind test · October 19, 2026

Same AI, same question. With Niche King it won 32 of 32.

We asked Claude the questions creators ask, in 8 niches (Plumbing, HVAC, Roofing, Real Estate Investing, Weight Loss, Affiliate Marketing, Local SEO, Side Hustles), 4 questions each. One side got only the question, exactly as you would type it. The other got the same question plus the niche data Niche King gives your AI. Fresh judges saw each pair of answers without labels, twice, in both orders, and a win only counted when both orders agreed. The method was written down before any answer existed, and none of it was rerun.

32 of 32blind wins for Niche King, consistent in both orders (64 of 64 verdicts)
36xmore real winning videos from the niche cited per answer (5.75 vs 0.16)
184 vs 0real winners named with real view counts, checked against our database
0 of 297large numbers in Niche King answers that were made up

Judges’ scores out of 10, Niche King vs the AI alone: grounded in proof 7.6 vs 2.4 · specific to the niche 8.4 vs 6 · ready to film 7.4 vs 6.7.

RoofingGive me 10 long-form video ideas for my Roofing channel (I’m a roofing company).Niche King won

The AI alone (first 3 of 10)

1. How Much Does a New Roof Cost in 2026? Real Invoices, Line by Line — Cost is the most-searched question homeowners have.

2. We Tore Off a 2-Year-Old Roof. Here’s What the Last Crew Hid — A reveal plus a villain keeps people watching.

3. Repair or Replace? How a Roofer Decides in 10 Minutes — It’s the exact decision a viewer is facing.

The AI with Niche King (first 3 of 10)

1. 5 Common Mistakes Homeowners Make With Metal Roofing — Backed by “5 Common Mistakes to Avoid When Installing Metal Roofing” (RoofingIntelligence.com, 4,923,571 views), the niche’s most-viewed long video.

2. 5 Most Common Shingle Roof Mistakes We See on Inspections — “5 Most Common Mistakes in Shingle Roofing” (2,069,542 views) shows the format works on shingles too.

3. Flat Roof Leak Repair: How We Patch It Step by Step — Flat roofs are the second-largest topic: 17 videos, 138,794,603 views.

The AI alone gives sensible general advice. With Niche King, every idea is tied to a real roofing video and the views it earned.

The four questions: (1) Give me 10 long-form video ideas for my channel, each with a title of 70 characters or fewer and one line on why it will work. (2) Write 5 Shorts: a title of 40 characters or fewer and the exact words of the first 3 seconds. (3) What do the best-performing videos in my niche have in common? (4) Write the first 30 seconds of my next long-form video and explain the structure.

What this test does not show: it used one AI (Claude); ChatGPT and Gemini are next. The judges were AI too. It measures the answers, not your future views.

How it works

Smarter YouTube strategy in three steps.

I make plumbing videos
Plumbing · 360 winning videos decoded
1

Pick your niche. We have already decoded the videos that won in it: titles, thumbnails, hooks, scripts and edits.

ChatGPTClaudeGemini
Niche King connected
2

Connect it to the AI you already use. About 2 minutes, once. Nothing to learn.

Title for my next video?
The formula that won

NEVER painful task AGAIN - number Ways for benefit adjective niche topic

From 5 winners · 65.1M views
3

Ask for your next title, thumbnail or script. Your AI answers from what already won, not from a guess.

Your titles, scripts and descriptions are written by the AI you connect, on your own account, from the decoded niche data and the formulas we hand it. That is the point of the product and the reason nothing here is metered: you are not buying tokens, you are buying the research that makes the AI you already have worth talking to about your business. Thumbnails work either way. ChatGPT or Gemini can make the image in the connected chat. Claude gives you the finished image prompt to use in the image app you choose. Niche King does not render a connected customer’s thumbnail on its own account.

Get the same lift in your own channel.

Niche King · 1 Channel: $297 a year for one channel, or $997 a year for up to 10. Every niche, every update, and support through a form. 14-Day Fit Guarantee. See the offer.

Get your niche decoded.

Pick a finished niche, or request yours. We will have your niche research and decodes complete within 7 days of purchase.

Niche King · 1 Channel
$297 a year
One channel. Switch niche anytime. Every niche, every update, and support through a form. Renews yearly, cancel anytime.
Niche King · 10 Channels
$997 a year
Up to 10 channels. Switch niche anytime. Renews yearly, cancel anytime.

14-Day Fit Guarantee on every new purchase.

See the offer