Real optimizer result

From 37% to 58% average launch score

The beam-search optimizer explored dozens of rewrites of this description and found a version that scores +21 percentage points higher across Product Hunt, Hacker News, Indie Hackers, AppSumo, BetaList, TrustMRR, and Acquire.com - with no fabricated claims, just smarter wording.

2026-09-15 · 2 generations · beam width 1

Original37%

AI-powered SEO content writer for e-commerce product pages

Acquire
17%
AppSumo
31%
Betalist
47%
Hacker News
23%
Indie Hackers
68%
Product Hunt
20%
TrustMRR
51%
After optimizer58%

Generate SEO content for e-commerce product pages, delivering SaaS ARR and MRR outcomes, with a friendly interface and host platform, plus exclusive reviews.

Acquire
71%
AppSumo
86%
Betalist
79%
Hacker News
30%
Indie Hackers
50%
Product Hunt
40%
TrustMRR
51%

Score change per platform

Acquire
17%to71%
+55%
AppSumo
31%to86%
+56%
Betalist
47%to79%
+31%
Hacker News
23%to30%
+7%
Indie Hackers
68%to50%
-17%
Product Hunt
20%to40%
+20%
TrustMRR
51%to51%
0%

How Launch Intel Optimizer works

A beam-search algorithm powered by ML models trained on 256,000+ real product launches.

01

Beam search exploration

Generates multiple rewrites per generation, keeping the top-scoring branches and pruning the rest. Like a chess engine for your copy.

02

7 real-data ML models

Every variant is scored against models trained on Product Hunt, AppSumo, Betalist, Hacker News, Indie Hackers, TrustMRR and Acquire. No heuristics.

03

All-time best, no regressions

Tracks the highest-scoring result across every generation. Later iterations never overwrite an earlier winner, so you always get the true peak.

Your description is worth optimizing

Paste any product description and watch the optimizer find a version your audience is more likely to respond to.

Optimize Your Product