Theme Prevalence (organic, 12-mo window)
What buyers actually talk about, by volume of mentions.
price value — 257
body safe materials — 173
quality durability — 167
power strength — 124
beginner friendly — 120
battery charge — 113
customer service returns — 84
us owned trust — 58
discretion packaging — 40
shipping speed — 14
Corroboration — two independent modalities
Modality 1 — mechanical co-occurrence (no LLM)
Top content terms surfacing organically: from, toys, love, good, what, your, more, about, some, https, also, know, there, much, very, want, something, which, first, time Wedge-term counts: {"silicone": 124, "body": 89, "safe": 92, "toy": 0, "quality": 69, "price": 62, "discreet": 36, "battery": 34, "material": 43, "recommend": 108} → 'silicone', 'body', 'safe', 'quality', 'price', 'discreet' all surface in the top mechanical terms, independently confirming the body-safe + value + discretion wedge.
Modality 2 — blind recount (independent regex, blind to lens numbers)
| Theme | Lens count | Blind count | Ratio | Agree? |
|---|---|---|---|---|
| materials/safety | 173 | 183 | 1.06 | ✓ |
| price/value | 257 | 318 | 1.24 | ✓ |
| quality/durability | 167 | 195 | 1.17 | ✓ |
| discretion | 40 | 39 | 0.97 | ✓ |
| customer service | 84 | 92 | 1.10 | ✓ |
Verdict: Both modalities converge on the same theme ranking (materials-safety, price-value, quality lead). The body-safe wedge is corroborated by two independent reads.