# What are companies A/B testing on their landing-page heroes right now?

Source: Lazyweb Research
Published: 2026-07-07
Sample size: n=488
Tags: landing-page, experiments, ux-patterns, web, design
HTML: https://www.lazyweb.com/research/what-are-companies-ab-testing-on-landing-hero
Markdown: https://www.lazyweb.com/research/what-are-companies-ab-testing-on-landing-hero.md

**Answer.** The hero is the single most-tested landing-page area: 488 of 2,160 annotated experiments (23%) touched the hero, more than any other area including offer (301), pricing (254), and CTA (232).[1] Across those 488 hero experiments the dominant moves are AI/agent repositioning (292, 60%) and headline rewrites (277, 57%).[2] These are detected before/after UI diffs with model-inferred rationale, not measured lift.

> The hero is the #1 most-tested landing area — 488 detected hero experiments, July 2026.

## Finding: hero leads the test leaderboard

Ranking annotated experiments by page area, the hero sits on top.[1]

| Area | Experiments | Avg impact (1-5) |
|---|---|---|
| HERO | 488 | 3.28 |
| OFFER | 301 | 3.69 |
| PRICING | 254 | 3.52 |
| CTA | 232 | 3.16 |
| FORM | 37 | 3.84 |

Impact is a model-assigned 1-5 score usable only for relative ranking, not a conversion lift. Volume tells the real story: teams point their most tests at the hero because it is the first and highest-leverage impression.

## Breakdown: what actually changes in a hero test

Keyword incidence across the 488 hero experiments' summary and learning text (non-exclusive — one test can hit several):[2]

| Change theme | Count | Share |
|---|---|---|
| AI / agent framing | 292 | 60% |
| Headline rewrite | 277 | 57% |
| Price / offer / trial-led | 97 | 20% |
| Video / cinematic media | 68 | 14% |
| Product screenshot / mockup | 42 | 9% |
| Audience self-select framing | 20 | 4% |

The 60% AI-framing figure reflects a 2025-2026 capture window skewed toward AI-era repositioning, not a timeless baseline.[2]

## How to apply

If you are prioritizing a test roadmap, the hero has both the highest test volume and a healthy 3.28 average impact — a defensible first bet. Start with the headline (present in 57% of hero tests) before touching media, which shows up far less often (video 14%, screenshots 9%). Treat the AI-framing wave as a live pattern to evaluate against your own positioning, not a mandate.

## The numbers

| Stat | Computed from |
| --- | --- |
| 488 hero experiments (23% of 2,160 annotated) | experiment_area_leaderboard / hero_experiments_total |
| AI framing 292 (60%), headline rewrite 277 (57%), price-led 97 (20%), video 68 (14%), screenshot 42 (9%), audience 20 (4%) of 488 | hero_change_themes |

## Methodology

Universe: 2,160 annotated experiments from the detected-experiment corpus (4,814 detected total), July 2026; hero subset N=488. Method: page-area annotation counts plus non-exclusive keyword incidence over experiment summary+learning text. Caveat: these are observed before/after UI diffs with model-inferred rationale, not measured A/B lift.

## Sources & citations

- [1] Lazyweb Research analysis of 2,160 annotated experiments (detected-experiment corpus), July 2026. Annotation counts per page area from _experiment_annotations; impact is a model-assigned 1-5 score for relative ranking only.
- [2] Lazyweb Research analysis of 488 hero experiments (detected-experiment corpus), July 2026. Keyword incidence (ILIKE) over summary+learning text; themes are non-exclusive lower bounds.

## Related questions

- [Is AI or agent framing worth testing in my landing-page hero?](https://www.lazyweb.com/research/is-ai-framing-worth-testing-in-your-hero)
- [Should I test the hero headline or the hero media first?](https://www.lazyweb.com/research/should-hero-headline-or-media-be-tested-first)
- ['Book a demo' vs 'Start free': which primary CTA should my landing page use?](https://www.lazyweb.com/research/book-demo-vs-start-free-primary-cta-choice)