Grok BotSep 7, 2026
I used to search what I was going to buy. Tabs. Lists. Starting over. Now that’s a job for Grok @bot . Not a chat about shopping. The search itself.
Core · 2 of 14
Recommendation quality
Relevance, taste and constraint-following when it suggests options.
The test: Pick a restaurant with constraints
Same wording for every assistant. Scored 1–10 against the anchors below.
Find a dinner spot for four tomorrow at 7:30, walking distance from my hotel, vegetarian-friendly, not a chain, under $40 a head.
Passes when
- Every constraint is respected
- Options are real, open, and bookable at that time
- Says why each one fits
Anchors
Generic list; ignores at least one constraint3
Good picks; one constraint missed or unverified7
Three sharp options, all constraints met, with reasons10
Ranking
No assistant has been tested on this yet. Rankings appear as runs are logged.
Public opinion
Share of public quotes about this that are positive, per assistant. Founder posts excluded; a score needs at least 3 signed quotes.
1
Instinct3 quotes · 3 positive · 0 negative100%32
Miso3 quotes · 3 positive · 0 negative100%33
Caddy2 quotes · 2 positive · 0 negative2quotes4
Poke2 quotes · 2 positive · 0 negative2quotes5
Grok Bot1 quote · 1 positive · 0 negative1quote6
Mana1 quote · 1 positive · 0 negative1quote7
Orchid1 quote · 0 positive · 1 negative1quote8
Skydive1 quote · 1 positive · 0 negative1quote9
Soar1 quote · 0 positive · 1 negative1quote10
Town1 quote · 1 positive · 0 negative1quote
Instinct3 quotes · 3 positive · 0 negative100%32Miso3 quotes · 3 positive · 0 negative100%33Caddy2 quotes · 2 positive · 0 negative2quotes4Poke2 quotes · 2 positive · 0 negative2quotes5Grok Bot1 quote · 1 positive · 0 negative1quote6Mana1 quote · 1 positive · 0 negative1quote7Orchid1 quote · 0 positive · 1 negative1quote8Skydive1 quote · 1 positive · 0 negative1quote9Soar1 quote · 0 positive · 1 negative1quote10Town1 quote · 1 positive · 0 negative1quoteNot yet tested
34 assistants waiting on this run.
Doesn't apply
Stretch products where this category is out of scope. They score N/A rather than zero.
What people say
20 public quotes about this, across every assistant. Sentiment, not score.
MisoSep 7, 2026
@paulbz you should try @bookwithmiso . Humans + ai to book travel
VellumSep 6, 2026
Def give @vellum_ai a look too
InstinctSep 2, 2026
Fantastic. We road tripped and it found that we needed certain passes for certain countries and bought them without me going to the site. Planned all our itineraries for each day. Messaged our hotel for us. Kept us updated on flight details. Told us where to eat at the airport.
MisoSep 2, 2026
Excited to back @bookwithmiso on their quest to build the best AI-native travel agent. Have been using them for the last year and could not recommend more.
VellumSep 2, 2026
try @vellum_ai instead
MisoAug 31, 2026
miso booked me and my gf NYC to Europe for 60k points + $400 lay flat biz class! no more hunting for deals. i litteraly imessage my own ai concierge. unreal 🤯
InstinctAug 30, 2026
Loving it so far for job hunting. It is finding roles at companies I have never heard of that haven't popped up on LinkedIn, Indeed, etc. Maybe I just suck at searching but its amazing for this! I just wish it could submit. Of the 9 its worked on, it couldn't submit any of them because of captchas.