Sub-Benefit Targeting Framework
Five signals scored across five sub-benefits. The question: where is consumer demand high and rising, AND either branded competition is low or existing brands are failing to deliver, AND science can support the claim?
A sub-benefit is worth targeting when it sits at the intersection of demand, momentum, and either competitive emptiness or competitive failure — backed by science that can support the claim. Two shapes of opportunity exist:
Empty Space
Few brands claim it, but consumer demand exists. First mover advantage.
Broken Space
Many brands claim it, but consumers aren't satisfied. Better execution wins.
| Signal | Source | What it answers |
|---|---|---|
| 1. Demand | perception_evidence_tags | Are consumers talking about this sub-benefit? |
| 2. Trajectory | perception_evidence × date_posted | Is demand growing or shrinking? |
| 3. Density | product_ingredient_claims_tags × branded_name | How many branded ingredients already claim it? |
| 4. Delivery | product_tags × product_topics (sentiment) | Are brands claiming it actually satisfying consumers? |
| 5. Science | science_evidence_tags | Can you back the claim clinically? |
All five signals for all five cognitive sub-benefits. Each cell sourced directly from the database. High-confidence perception mentions (≥0.7), product review topic sentiment, and PubMed-sourced science evidence.
| Signal |
Brain Energy |
Mental Clarity |
Focus & Attention |
Memory |
Neuro- protection |
|---|---|---|---|---|---|
|
Demand
perception mentions |
398 | 339 | 205 | 122 | 113 |
|
Trajectory
share shift pre-2025 → 2025+ |
17.9% → 48.8%
+31pp |
37.0% → 21.1%
−16pp |
15.8% → 18.9%
+3pp |
16.1% → 4.9%
−11pp |
13.2% → 6.3%
−7pp |
|
Density
branded ingredients (solo products) |
8 | 107 | 51 | 45 | 43 |
|
Delivery
effectiveness dissatisfaction |
12.6% | 11.8% | 12.1% | 11.6% | 11.2% |
|
Delivery
side effects dissatisfaction |
36.8% | 38.0% | 37.9% | 37.9% | 36.9% |
|
Science
studies (RCTs / meta-analyses) |
132 96 / 21 |
1,294 870 / 316 |
656 512 / 91 |
766 526 / 201 |
1,232 633 / 437 |
Three signals converge on a single sub-benefit:
Demand
398
Highest mention count of any tag
Trajectory
+31pp
17.9% → 48.8% share — fastest growth by far
Density
8
vs. 107 for Mental Clarity — 13× less crowded
Brain Energy has the most demand, the fastest growth, and by far the least competition. This is the textbook empty space pattern.
The delivery signal is flat across all five tags:
Effectiveness dissatisfaction
11.2% – 12.6% — a 1.4pp spread. No tag's products are failing meaningfully worse than any other's.
Side effects dissatisfaction
36.8% – 38.0% — a 1.2pp spread. Side effect pain is uniformly distributed.
If you're looking for a sub-benefit where incumbents are uniquely bad, it doesn't exist here. The "broken space" play requires a different category — or a different level of analysis (ingredient-level, not tag-level).
The one signal where Brain Energy ranks last. With only 8 branded ingredients in the space, the science gap matters more — each entrant needs its own clinical story:
Brain Energy science
132 studies
96 RCTs, 21 meta-analyses, 54 ingredients
Neuroprotection science
1,232 studies
633 RCTs, 437 meta-analyses, 167 ingredients
Brain Energy has 9.3× less science than Neuroprotection. If you lead with Brain Energy, you're entering the sub-benefit with the strongest consumer tailwind but the thinnest clinical backing. Pairing with a science-heavy secondary tag compensates for this.
16.1% → 4.9% share — the steepest proportional decline of any tag. It has no compensating advantage: middling science (766 studies), middling density (45 branded ingredients), flat delivery. Consumer interest is leaving Memory with no reason to follow it.
Neuroprotection's consumer demand is low (113 mentions) and falling (−7pp). On its own, it's a weak positioning choice. But it has:
Neuroprotection is not a lead claim. It's a supporting claim that gives your primary positioning (Brain Energy) the clinical credibility it lacks on its own.
Framework output
Primary: Brain Energy
Secondary: Neuroprotection
Avoid: Mental Clarity
107 branded ingredients in solo products — 13× more than Brain Energy. Declining demand (−16pp). Highest side effects dissatisfaction. Maximum crowding, no edge.
Avoid: Memory
Collapsing demand (16.1% → 4.9%). No compensating advantage in density, delivery, or science. Consumer interest is leaving.
Demand + Trajectory: perception_evidence + perception_evidence_tags. High-confidence social mentions (≥0.7 tag confidence) from Reddit, YouTube, TikTok, and other platforms. Each row is a (quote × tag) pair. 1,177 mentions across 5 tags, split pre-2025 (570) vs. 2025+ (607).
Density: product_ingredient_claims_tags × product_ingredients.branded_name, filtered to solo-ingredient products (one branded ingredient per product). This ensures the claim is directly attributable to the ingredient — not inherited from a multi-ingredient stack.
Delivery: product_tags × product_topics. Topic-level sentiment (positive, negative, neutral) from consumer product reviews of products tagged to each sub-benefit. Dissatisfaction % = negative / (positive + negative). Reviews are "top reviews" from product listings — a curated sample.
Science: science_evidence_tags. PubMed-sourced studies tagged to cognitive sub-benefits. Count includes RCTs, meta-analyses, clinical trials, and observational studies. Count ≠ quality — individual study design matters.