The headline of Q1 2026 across the 200 DTC brands Lantern tracks: the average Brand AI Health composite landed at 56.4 / 100, up 3.1 points from Q4 2025. The story underneath that average is sharper. Top-quartile brands moved +6.8 points; bottom-quartile brands moved +0.4. The category leaders are pulling away, the laggards are coasting, and the median is being lifted almost entirely by the top half.
Three forces drove that asymmetry. AI Overviews touched a new peak of 50% of all tracked queries (BrightEdge, February 2026). Reddit's share of citations swung violently after the October 2025 Perplexity lawsuit, leaving Earned-citation strategies more valuable on Perplexity than at any prior point. And ChatGPT pulled an estimated 83% of its product carousels from Google Shopping (ALM Corp, 2026), pushing schema and feed work — work the Catalog agent owns — back into a primary acquisition lever.
This piece reads out the Q1 2026 numbers across the Lantern 200-brand sample, breaks them down by category, and shows what separated the top quartile from the bottom. The methodology footnote at the end labels which figures are Lantern-sample versus public research.
The four headline averages
Brand AI Health is the composite — 0 to 100 — that sits on top of the Lantern Overview surface. It rolls three drivers (Visibility, Favorability, Citation Score) into one number across three dimensions (Website Signals, Brand Reputation, Content Strategy). Across the 200-brand sample, the four headline metrics for Q1 2026:
| Metric | Q1 2026 average | Q4 2025 | Δ | Spread (top vs bottom quartile) |
|---|---|---|---|---|
| Brand AI Health | 56.4 / 100 | 53.3 | +3.1 pts | 78.2 vs 31.1 — 47-pt gap |
| Visibility | 38.5% | 36.4% | +2.1 pts | 64% vs 14% |
| Favorability | 69.1 / 100 | 66.4 | +2.7 pts | 83 vs 49 |
| Citation Score (median) | 54 / 100 | 49 | +5 pts | 79 vs 27 |
The 47-point spread on Brand AI Health is the most consequential number on the table. Q1 2025 finished with a 38-point spread. The gap has widened by nearly a quarter in twelve months — and almost all of that widening sits in the top decile.
Category breakdown
Coffee leads for a structural reason. Coffee buying queries route through buyer-intent prompts that have strong Reddit and Sprudge-class Earned citations underneath them. Reddit's citation share spiked across coffee categories during Q1 2026, and brands with active community presence absorbed that lift directly.
Leaders versus laggards
| Driver | Top quartile (n=50) | Bottom quartile (n=50) | Gap |
|---|---|---|---|
| Brand AI Health | 78.2 / 100 | 31.1 | 47.1 pts |
| Visibility | 63.7% | 13.8% | 49.9 pts |
| Favorability | 83.4 / 100 | 48.6 | 34.8 pts |
| Citation Score (median URL) | 79 | 27 | 52 pts |
| Tracked prompts named in | 34 of 45 | 6 of 45 | 28 prompts |
The interesting result is not that the gap exists — it always has — but that the largest driver gap is Visibility (49.9 pts), and the smallest is Favorability (34.8 pts). Brands at the bottom of the sample are not disliked. They are absent.
What the top quartile actually did differently
Looking at the Applied logs for the 50 top-quartile brands across Q4 2025 and Q1 2026, three patterns separate them from the median.
First, schema saturation. Top-quartile brands shipped Product schema, FAQ schema, and Review schema on a median of 91% of their tracked product pages, versus 47% for the bottom quartile. Catalog-dimension lift on freshly schema'd pages averaged +5.2 Visibility points in the 14 days after ship.
Second, comparison content investment. Top-quartile brands had a median of 11 published "X vs Y" comparison pages, against a median of 2 in the bottom quartile.
Third, Offsite presence. Top-quartile brands had Wikipedia articles, active YouTube channels, and either a G2 or Trustpilot footprint with > 50 reviews. The bottom quartile averaged one of those three signals, not all three.
Provider divergence is widening
Across the 200-brand sample, the median brand sees its Visibility differ by more than 18 percentage points between its best-performing and worst-performing provider. The top-quartile brands have a 9-point spread; the bottom-quartile brands have a 24-point spread.