01When AI Stops Talking and Starts Acting
AI assistants are moving beyond conversation toward action. That raises the stakes. The more an assistant can access, recommend and act on a user’s behalf, the more trust becomes part of the product.
ERA analyzed 4,053 comments across five AI assistants to understand where emotional affinity is forming and what is preventing it from converting into advocacy.
02Love Can Still Get Trapped by Friction
The category averages 3.9% barriers versus 2.3% advocacy, showing that enthusiasm does not automatically translate into adoption or recommendation.
Town AI makes the tension clear. It carries a strong 117 Love Score, but also the category’s highest 5.0% barrier rate.
Takeaway: The more AI assistants can do, the more friction can limit their value.
Love vs Friction
Coordinates and reference lines approximated from the supplied chart.
View chart data
| Entity | Barrier (%) | Advocacy (%) |
|---|---|---|
| Instinct AI | 3.28 | 5.65 |
| Meta Muse | 3.71 | 2.1 |
| OpenAI dots | 4.24 | 2.13 |
| Grok bot | 4.35 | 2.05 |
| Town AI | 4.96 | 1.66 |
03Instinct AI Breaks Away From the Pack
Instinct AI leads with a 153 Love Score, 36 points ahead of Town AI and 47 points ahead of Meta Muse. It also posts the category’s highest advocacy and loyalty at 5.7%.
The result is a clear separation between the category leader and everyone else.
Takeaway: In AI assistants, emotional affinity is already creating a leader.
Love Score Leaderboard
- Instinct AI153
- Town AI117
- Meta Muse106
- OpenAI dots88
- Grok bot81
04The Next Permission Is Trust
The category tells a clear story. Love is forming, but friction remains high. Instinct AI shows the advantage of strong affinity, while Town AI shows how quickly barriers can interrupt it.
Barriers and Advocacy
Barriers
Scroll horizontally to see all columns. Brand names remain in view.
| Brand | Price | Quality | Availability | Trust | Service | Feature | Fit |
|---|---|---|---|---|---|---|---|
| Instinct AI | 13% | 25% | 25% | 38% | |||
| Town AI | 50% | 25% | 25% | ||||
| Meta Muse | 8% | 7% | 11% | 63% | 2% | 6% | 2% |
| OpenAI dots | 50% | 17% | 17% | 17% | |||
| Grok bot | 23% | 15% | 23% | 38% |
Advocacy
Scroll horizontally to see all columns. Brand names remain in view.
| Brand | Recommendation | Brand Love | Sharing | Defense |
|---|---|---|---|---|
| Instinct AI | 47% | 47% | 7% | |
| Town AI | 100% | |||
| Meta Muse | 67% | 16% | 4% | 13% |
| OpenAI dots | 50% | 25% | 25% | |
| Grok bot | 83% | 17% |
As assistants move closer to personal data, decisions and daily routines, utility alone won’t be enough. The winners will need to earn permission.