Real ChatGPT answer · index seedntBNNHo1cVMcompleteMarketing and advertising · influencer marketingcomparison
Can you analyze whether rewardStyle or ShopStyle provides better analytics for fashion and lifestyle bloggers who are also stay-at-home parents?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you analyze whether rewardStyle or ShopStyle provides better analytics for fashion and lifestyle bloggers who are also stay-at-home parents?
6 real searches · 1 real-search pass
rewardStyle LTK creator analytics dashboard analytics features bloggers affiliate 2026Google ↗
OBSERVEDOther / navigational
ShopStyle Collective analytics dashboard reporting features influencers affiliate 2026Google ↗
OBSERVEDConsequence
LTK vs ShopStyle Collective analytics comparison creator affiliate bloggersGoogle ↗
OBSERVEDComparison
rewardStyle LTK creator analytics dashboard metrics affiliate bloggers analytics features 2026Google ↗
OBSERVEDOther / navigational
ShopStyle Collective publisher analytics dashboard reporting metrics affiliate creators 2026Google ↗
OBSERVEDReason
rewardStyle vs ShopStyle Collective blogger comparison analyticsGoogle ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (6)
Classes come from the query-classifier (a local Laya model). 4 of 6 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT6 real searches · gpt-6
rewardStyle LTK creator analytics dashboard analytics features bloggers affiliate 2026 Google ↗
ShopStyle Collective analytics dashboard reporting features influencers affiliate 2026 Google ↗
LTK vs ShopStyle Collective analytics comparison creator affiliate bloggers Google ↗
rewardStyle LTK creator analytics dashboard metrics affiliate bloggers analytics features 2026 Google ↗
ShopStyle Collective publisher analytics dashboard reporting metrics affiliate creators 2026 Google ↗
rewardStyle vs ShopStyle Collective blogger comparison analytics Google ↗
- How to Win Influencers and Friend People · puck.news
- Leverage your content with your LTK Analytics · onbrand.shopltk.com
- LTK delivers more insights to Creators to grow their business and drive their strategy · onbrand.shopltk.com
- Collective Voice (ShopStyle) vs LTK (RewardStyle): Which is Better? · blogambitious.com
- Creator Marketing Platform Collective Voice Announces Closure · netinfluencer.com
- Collective Voice · app.collectivevoice.com
- Terms and Conditions · shopstyle.com
- Visit LTK · shopltk.com
- Visit Google Analytics · analytics.google.com
- Visit Pinterest Analytics · analytics.pinterest.com
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
6 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
rewardStyle LTK creator analytics dashboard analytics features bloggers affiliate 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
ShopStyle Collective analytics dashboard reporting features influencers affiliate 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
LTK vs ShopStyle Collective analytics comparison creator affiliate bloggers OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
rewardStyle LTK creator analytics dashboard metrics affiliate bloggers analytics features 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
ShopStyle Collective publisher analytics dashboard reporting metrics affiliate creators 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
rewardStyle vs ShopStyle Collective blogger comparison analytics OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |