# Fo (Wajo)

Feedback Bench, personal agents, built 2026-10-26, window 2026-08-31 to 2026-10-25. Web page: https://feedbackbench.com/#/agent/fo

| Measure | Value |
|---|---|
| Rank | 9 of 12 (rank range 8–10) |
| Feedback Score | 43.1 (95% interval 41.9–44.1) |
| Popularity | 0.028 (share of voice 0.24%) |
| Customer love | 0.515 (95% interval 0.505–0.523) |
| Place | Popularity 11th of 12 × Customer love 5th of 12 |
| Top quadrant | no |
| Users | 291 |
| Posts counted | 511 |
| Posts that judge the agent | 239 |
| Criteria ranking high / low | 0 / 1 of 53 |

## The brief

Written by large language models from this page's numbers and the posts it quotes, then checked: every number in the text is in the build. Interpretation, not measurement.

People give Fo real-world errands, and many of those errands are phone calls. Users praise the errands, but the calls themselves get a mixed response. Getting tasks done makes up 69% of what its users rate, 2.6 times the rate for other agents, and Fo ranks 3rd of 11 on it. Calling and messaging people rates no better than the category norm. Users describe US numbers that people refuse to answer, countries it cannot call, and calls that go badly. Users do not compare it directly with other agents. It ranks 9th of 12 overall. Few people post about it, but those who do place it in the top half for customer love.

### Why people choose it

- **It gets real-world tasks done for you** ([Getting tasks done](https://feedbackbench.com/criteria/act.md)). 2.6×: 69% of what users rate, 2.6× the rate for other agents. Ranks 3rd of 11 on “Getting tasks done”. Users say Fo acts for them in the real world. It calls hospitals, customer service lines and clients, waits on hold and reports back. Others use it for errands such as getting fees waived, checking leads against official registers and building client onboarding flows.
  Evidence:
  - 2026-10-22, @wajo_ai (X): “@shivanipod fo just handled getting over $300 worth of fees on tolls waived and took care of payment of just the toll amounts for me this morning, and i’m starting to realize how insanely helpful fo is about to be in my daily work. huge s/o to @wajo_ai & @shivanipod” [source](https://twitter.com/1970249434706644992/status/2113320680263467443)
  - 2026-10-13, X search: wajo.ai, Wajo AI, Fo by Wajo, Wajo Fo, Fo Mini (X): “@binghott i like wajo ai for this! it waits on hold and can give you updates along the way. it also can record the calls and share those with you after [link]” [source](https://twitter.com/935618706465472512/status/2110022270483828759)

### Why people leave

- **Its calls can fail to connect or go badly** ([Calls and messages people for you](https://feedbackbench.com/criteria/act.outreach.md)). 39.3×: 38% of what users rate, 39.3× the rate for other agents. Ranks 5th of 7 on “Calls and messages people for you”. Users say Fo calls from a US number, and people outside the US often reject the call. They also say it cannot reach some countries, such as New Zealand. Other posts describe dead air at the start of calls, talking over the other person, receivers who can tell it is an AI, and businesses that hang up.
  Evidence:
  - 2026-09-30, @wajo_ai (X): “@nikmathur95 @hey__fo @shivanipod @wajo_ai man they don’t pick the phone its us number most of them just reject the call or the number directly. they should add local numbers for the countries [link]” [source](https://twitter.com/1991860005159817216/status/2105175694338826505)
  - 2026-10-15, @wajo_ai (X): “i built a deterministic python harness that scores fo's agent's cold calls. 24 calls audited, 20+ distinct failure modes logged, from dead-air greetings to talking over prospects. no model in the scoring loop. failures are data, and i document all of them. @shivanipod @wajo_ai” [source](https://twitter.com/2100987690892062720/status/2110742466140033522)

### What would move its score

Rule: For each area where an agent's customer love is below the category norm: the Feedback Score and rank it would have if that one area were at the norm (0.5) and everything else stayed the same, computed with the same formula as the ranking. An area's pull follows its weight, so an area many users of the category rate moves the score more than one they rarely mention.

| Area at the category norm | Feedback Score | Change | Position |
|---|---|---|---|
| Connecting accounts, sites and devices | 43.2 | +0.1 | 9th of 12 |

Connecting apps and devices is the only area below the category norm. Bringing it up to the norm would lift the Feedback Score from 43.1 to 43.2 (+0.1), and Fo would stay 9th. No area moves the score far.

### Six weeks

No users posted about Fo before its public launch on 28 September. That week 135 users posted and it ranked 7th. Users fell to 35 (9th) in the week of 12 October, then rose to 91 (7th). Share of voice read 0% each week.

## Top requests

What users ask to add or change, most asked first. 40 user-weeks ask for something. Requests do not change the Feedback Score. Rule: A separate pass by a large language model reads every counted post and extracts what the user asks the agent or its vendor to add or change, with the criteria it maps to and a short normalised wording; it does not touch the labels or the Feedback Score. A large language model groups the wordings within each criterion (the first criterion the request maps to) into themes, and a second pass merges themes that ask for the same change under different criteria; a merged theme sits under the criterion most of its requests map to, and code counts it once. A theme counts distinct user-weeks that ask for it, per agent; across agents, one user-week per agent. Themes asked in fewer than 2 user-weeks, and requests that share no theme, are not shown. Examples: up to 3 posts per theme from different users, without slurs: whole posts of 60 to 450 characters with at least 8 words beyond handles and links, posts of at most 280 characters first, then the newest.

| Rank | Request | Criterion | User-weeks | Posts |
|---|---|---|---|---|
| 1 | Invite code to get access | [Country availability, waitlists and staged rollout](https://feedbackbench.com/criteria/access.availability.md) | 7 | 7 |
| 2 | Calling international phone numbers | [Contacting other people and businesses for you](https://feedbackbench.com/criteria/act.outreach.md) | 4 | 4 |
| 3 | WhatsApp integration | [Which services have a connector or integration](https://feedbackbench.com/criteria/connect.coverage.md) | 4 | 4 |
| 4 | Local phone numbers per country | [Contacting other people and businesses for you](https://feedbackbench.com/criteria/act.outreach.md) | 2 | 3 |
| 5 | Official native app release | [Apps offered for phone, tablet and desktop](https://feedbackbench.com/criteria/access.platform.md) | 2 | 2 |
| 6 | Payment support for non-US countries and cards | [Buying, upgrading, cancelling and refunding go wrong](https://feedbackbench.com/criteria/billing.purchase_flow.md) | 2 | 2 |
| 7 | Slack integration | [Which services have a connector or integration](https://feedbackbench.com/criteria/connect.coverage.md) | 2 | 2 |

### 1. Invite code to get access

- Fo, 2026-10-21, @wajo_ai (X): “@wajo_ai fo (wajo ai) ka daily use karta hu, hospitals ke liye 50 phone calls khud karwata hu, sab handle ho jata hai. daily task limit ab tak laga raha tha, unlimited chahiye 🙌 og fo ke liye invite mil jaye to badiya! @wajo"” [source](https://twitter.com/2041433381355847680/status/2112816293279891534)
- Fo, 2026-10-20, @wajo_ai (X): “i'm stuck on fo mini, though i love it so, but i know i'd get more done with og fo. none of my friends love fo like i do, so please send an invite. i'm counting on you! 🙏 @shivanipod @wajo_ai #ogfo #fomini #ai #aiagents” [source](https://twitter.com/16606497/status/2112584700133089589)
- Fo, 2026-09-29, X search: wajo.ai, Wajo AI, Fo by Wajo, Wajo Fo, Fo Mini (X): “hey @shivanipod, signed up for fo after your thread but i'm on fo mini, any chance of an og invite?” [source](https://twitter.com/733394705463939074/status/2104953048304865614)

### 2. Calling international phone numbers

- Fo, 2026-10-05, @wajo_ai (X): “i like how things got easier with fo @wajo_ai -doing e commerce -making schedule.. i was even making phone calls to my uzbek phone number, but today fo decided not to call such phone numbers anymore. i would love to talk (and call) to it via whatsapp or telegram, or facetime” [source](https://twitter.com/1788490036163330048/status/2107162798908157974)
- Fo, 2026-10-03, @wajo_ai (X): “@wajo_ai hi i like fo a lot, but suddenly fo doesn’t support calling danish numbers, that worked a few days ago” [source](https://twitter.com/2103018428072091648/status/2106354827412250762)
- Fo, 2026-10-03, @wajo_ai (X): “feedback on using @hey__fo for the past few days: fo is good at idea generation, but it gets confused and forgetful a lot, can’t call nz phone no., needs more attention when checking details like time/dates/st. add etc., it took me to the wrong airbnb @wajo_ai @shivanipod” [source](https://twitter.com/1734861986729775104/status/2106191791456428190)

### 3. WhatsApp integration

- Fo, 2026-10-24, @wajo_ai (X): “@shivanipod @hey__fo @wajo_ai it’s so smart - i’m amazed! if at all possible, setting a uk number / alt accent (language? gujarati!) would be a massive help. oh and whatsapp integration :)” [source](https://twitter.com/71352718/status/2114039694342398187)
- Fo, 2026-10-20, @wajo_ai (X): “out of all the personal agents, fo by @wajo_ai has the most pleasant personality and tone. but because it is on imessage and not on whatsapp, i normally open instinct. hope it gets distribution. would like it to win.” [source](https://twitter.com/15040044/status/2112378070099435521)
- Fo, 2026-10-11, @wajo_ai (X): “when are we getting @wajo_ai connected with whatsapp? @shivanipod” [source](https://twitter.com/1010327166209413120/status/2109118340329337032)

### 4. Local phone numbers per country

- Fo, 2026-10-08, @wajo_ai (X): “@shivanipod @wajo_ai thank you! i am able to place calls with wajo now but it is still using its us number. is there an update about using local numbers as well?” [source](https://twitter.com/92705267/status/2108272621615821179)
- Fo, 2026-09-30, @wajo_ai (X): “@shivanipod @bogu_gireesh @wajo_ai @hey__fo already reported this issue we need local numbers with local accent” [source](https://twitter.com/1991860005159817216/status/2105185430534799452)

### 5. Official native app release

- Fo, 2026-09-30, @wajo_ai (X): “@shivanipod @wajo_ai @hey__fo provide us an app provide this bot as an api maybe? lots of usecases in mind” [source](https://twitter.com/1440224214405971972/status/2105197172878975243)
- Fo, 2026-09-30, @wajo_ai (X): “@shivanipod @wajo_ai @hey__fo love what you've built! genuinely sota for a personal agent. a few quick suggestions: ship a dedicated app polish the ux make the remote browser accessible add a secure vault for passwords and api keys” [source](https://twitter.com/1773989304819421184/status/2105165874902843512)

### 6. Payment support for non-US countries and cards

- Fo, 2026-09-29, @wajo_ai (X): “@wajo_ai its nice, one feedback, its using $ for an indian credit card which will lead to forex charges!” [source](https://twitter.com/2873641783/status/2104866737409990915)
- Fo, 2026-09-29, @wajo_ai (X): “i put @wajo_ai to one of the hardest tests and made it pay my property taxes to bmc . it navigated quite well and only prompted me when i needed to scan a upi code for payment. really liking it already - hoping the card integration works for indian cards too and then it would be seamless. what a time to be alive ! @shivanipod” [source](https://twitter.com/111665520/status/2104894544663945342)

### 7. Slack integration

- Fo, 2026-10-08, @wajo_ai (X): “@wajo_ai can we connect @hey__fo to slack? can't seem to find a way...” [source](https://twitter.com/90315078/status/2108012609312317867)
- Fo, 2026-10-20, @wajo_ai (X): “@wajo_ai you all killlled it with fo. can’t talk about it highly enough (plz add slack). here’s my agent calling and booking a hotel room and getting an upgrade to a luxury suite. i think he (the receptionist) could tell, but he never let on and treated fo just like a human. the question is, should he have? would it have been better to save the upgrade for a human?” [source](https://twitter.com/24137800/status/2112626185951723829)

## Ranks highest on

No criterion where it sits clearly in the top half.

## Ranks lowest on

Contacting other people and businesses for you (5th of 7)

Position on a criterion: its place among the agents with at least 30 rated user-weeks there, ordered by customer love. It ranks high when both its position and its 95% interval put it in the top half, low when both put it in the bottom half; neither otherwise, or when fewer than 4 agents qualify.

## All 53 criteria

Criterion love: 0.5 is the category norm. n: rated user-weeks.

### Paying for the agent: Too few posts (customer love 0.506, n 6)

Users rarely talk about price and value, about a third as often as they do for other agents. Praise slightly outnumbers complaints. Some users ask for payment support for cards and countries outside the US.

| Criterion | Reading | Customer love | 95% interval | n | Praise | Complaint |
|---|---|---|---|---|---|---|
| [Free tier, trial or required plan to start](https://feedbackbench.com/criteria/billing.entry_plan.md) | Too few posts | 0.506 | 0.501–0.512 | 4 | 4 | 0 |
| [Usage allowance size, exhaustion and reset wait](https://feedbackbench.com/criteria/billing.usage_cap.md) | Too few posts | 0.497 | 0.492–0.500 | 2 | 0 | 2 |
| [Subscription price versus value received](https://feedbackbench.com/criteria/billing.price_level.md) | Too few posts | 0.501 | 0.500–0.504 | 1 | 1 | 0 |
| [Agent spends usage on overhead and costly choices](https://feedbackbench.com/criteria/billing.token_efficiency.md) | Too few posts | 0.502 | 0.500–0.508 | 1 | 1 | 0 |
| [Plan contents, bundles and usage meters unclear](https://feedbackbench.com/criteria/billing.plan_clarity.md) | Too few posts | 0.499 | 0.497–0.500 | 1 | 0 | 1 |
| [Buying, upgrading, cancelling and refunding go wrong](https://feedbackbench.com/criteria/billing.purchase_flow.md) | Too few posts | 0.499 | 0.498–0.500 | 1 | 0 | 1 |

Most recent posts:

- Praise, 2026-10-02, @wajo_ai (X): “3 agents i am using for different things. like them all. @noahrshinn and instinct for all gtm engineering. replaced @clay so money saved @muse for all one off tasks and multiple alerts and watchlists. replaced many ai tools for us fo from @wajo_ai for outreach automation. saving us about $100 per month on remote work” [source](https://twitter.com/893431/status/2105849415412129880)
- Complaint, 2026-09-29, @wajo_ai (X): “@wajo_ai its nice, one feedback, its using $ for an indian credit card which will lead to forex charges!” [source](https://twitter.com/2873641783/status/2104866737409990915)

### Getting access and set up: Too few posts (customer love 0.500, n 7)

An invite code to get access is the most common request users make. Complaints about setup outnumber praise.

| Criterion | Reading | Customer love | 95% interval | n | Praise | Complaint |
|---|---|---|---|---|---|---|
| [Account creation, sign-in and identity checks fail](https://feedbackbench.com/criteria/access.sign_in.md) | Too few posts | 0.497 | 0.494–0.500 | 3 | 0 | 3 |
| [Effort needed to set up and train the agent](https://feedbackbench.com/criteria/access.setup.md) | Too few posts | 0.504 | 0.500–0.511 | 2 | 2 | 0 |
| [Country availability, waitlists and staged rollout](https://feedbackbench.com/criteria/access.availability.md) | Too few posts | 0.498 | 0.496–0.500 | 1 | 0 | 1 |
| [Apps offered for phone, tablet and desktop](https://feedbackbench.com/criteria/access.platform.md) | Too few posts | 0.499 | 0.497–0.500 | 1 | 0 | 1 |

Most recent posts:

- Praise, 2026-10-02, @wajo_ai (X): “finally tried out @wajo_ai 's fo i had very high expectations after having been using muse for a week now. the onboarding was seamless and looks super promising! cannot believe @shivanipod cooked this with a small team! gonna use this a lot :) [link]” [source](https://twitter.com/75773685/status/2106002814048575658)
- Complaint, 2026-09-30, @wajo_ai (X): “@hey__fo @shivanipod @wajo_ai “(no name)” is still displayed after adding a display name during login. [link]” [source](https://twitter.com/1338526109483245568/status/2105381091510988806)
- Complaint, 2026-09-29, @wajo_ai (X): “hey @wajo_ai, i tried asking fo to tweet from my account, connected it, but it is stuck on the login itself since the beginning. any solutions to this? [link]” [source](https://twitter.com/2008221550298976256/status/2104815805817053409)
- Complaint, 2026-09-29, @wajo_ai (X): “@wajo_ai looks awesome. my sign-up process with texting didn’t work. just nothing. no response.” [source](https://twitter.com/371918029/status/2105004506316718427)

### Connecting accounts, sites and devices: Too few posts (customer love 0.484, n 19)

Users bring up connections more often than they do for other agents, and complaints outnumber praise 15 to 4. Users ask for WhatsApp and Slack integration, local phone numbers for each country, and calls to international numbers.

| Criterion | Reading | Customer love | 95% interval | n | Praise | Complaint |
|---|---|---|---|---|---|---|
| [Which services have a connector or integration](https://feedbackbench.com/criteria/connect.coverage.md) | Too few posts | 0.484 | 0.469–0.498 | 11 | 3 | 8 |
| [Linking accounts and staying logged in](https://feedbackbench.com/criteria/connect.account_link.md) | Too few posts | 0.500 | 0.492–0.511 | 5 | 1 | 4 |
| [Websites block the agent with captchas or IP bans](https://feedbackbench.com/criteria/connect.site_blocking.md) | Too few posts | 0.496 | 0.493–0.499 | 4 | 0 | 4 |
| [Access to the user's own phone or computer](https://feedbackbench.com/criteria/connect.local_device.md) | Too few posts | 0.500 | 0.500–0.500 | 0 | 0 | 0 |
| [Moving files between agent, apps and user](https://feedbackbench.com/criteria/connect.file_transfer.md) | Too few posts | 0.500 | 0.500–0.500 | 0 | 0 | 0 |

Most recent posts:

- Praise, 2026-09-30, @wajo_ai (X): “difference between @wajo_ai and another personal agent: wajo found a way to connect @todoist, and it works without any issues. the other one told me this isn't possible, but as you can see, it is! [link]” [source](https://twitter.com/2020417140688400384/status/2105410959305015807)
- Praise, 2026-09-30, @wajo_ai (X): “@shivanipod @wajo_ai @hey__fo i’m just an angel investor and growth marketing guy, so nothing technically advanced, but i absolutely loved being able to connect fo to the @evertrace_ai api and turn her into my sourcing machine for angel investing. magical experience when it just works. @shivanipod 👏” [source](https://twitter.com/2032736821226917888/status/2105167902903337082)
- Complaint, 2026-10-24, @wajo_ai (X): “day 3 of @wajo_ai's fo failing to use my saved openrouter key. the connector still reads it as empty, so openrouter tasks just sit queued. @hey__fo @shivanipod can you commit to a fix?” [source](https://twitter.com/375775629/status/2113951835492872312)
- Complaint, 2026-10-03, @wajo_ai (X): “@wajo_ai hi i like fo a lot, but suddenly fo doesn’t support calling danish numbers, that worked a few days ago” [source](https://twitter.com/2103018428072091648/status/2106354827412250762)
- Complaint, 2026-10-02, @wajo_ai (X): “@shivanipod tested @hey__fo from @wajo_ai - can't create or post tweets on x yet. my ai agent pally handles this already. please add support for creating and posting tweets #ai #agents” [source](https://twitter.com/1991860005159817216/status/2106122348944322795)

### Talking to the agent: Too few posts (customer love 0.502, n 24)

Users talk about chatting with it about as often as they do for other agents. Praise and complaints are close to even. One user says it is good at generating ideas but gets confused and forgets things.

| Criterion | Reading | Customer love | 95% interval | n | Praise | Complaint |
|---|---|---|---|---|---|---|
| [Reaching the agent through messaging apps](https://feedbackbench.com/criteria/ask.channel.md) | Too few posts | 0.488 | 0.472–0.504 | 10 | 5 | 5 |
| [Response and task completion speed](https://feedbackbench.com/criteria/ask.speed.md) | Too few posts | 0.501 | 0.491–0.512 | 6 | 3 | 3 |
| [Speaking with the agent by voice or call](https://feedbackbench.com/criteria/ask.voice.md) | Too few posts | 0.503 | 0.493–0.513 | 5 | 3 | 2 |
| [Avatar, personality and tone of replies](https://feedbackbench.com/criteria/ask.persona.md) | Too few posts | 0.500 | 0.491–0.508 | 4 | 3 | 1 |
| [App screens, layout, rendering, localisation and stability](https://feedbackbench.com/criteria/ask.app_client.md) | Too few posts | 0.498 | 0.495–0.500 | 2 | 0 | 2 |
| [Threads, chats and parallel tasks organisation](https://feedbackbench.com/criteria/ask.conversation.md) | Too few posts | 0.502 | 0.500–0.506 | 1 | 1 | 0 |

Most recent posts:

- Praise, 2026-10-25, @wajo_ai (X): “i'm actually loving how fluid and easy to use fo by @wajo_ai is ! feels extremely personal :) great work @shivanipod and team!” [source](https://twitter.com/1252424666/status/2114219252848935346)
- Praise, 2026-09-30, @wajo_ai (X): “fo by wajo ai is unbelievably good to use, better than instinct in some cases as i dont need to go to whatsapp. here's the invite - [link] @hey__fo @wajo_ai” [source](https://twitter.com/1558884599836844032/status/2105185846337175838)
- Praise, 2026-10-15, @wajo_ai (X): “i am booking thinks by texting fo. this is a millennial dream come true lol. how can i go back from this? 🥹@wajo_ai” [source](https://twitter.com/1137604976/status/2110622721835253926)
- Complaint, 2026-10-24, @wajo_ai (X): “@wajo_ai @shivanipod my number for fo was changed today, all of a sudden i started getting texts from a different number than i was previously chatting with? no notice? this legit?” [source](https://twitter.com/368069679/status/2113990987655909692)
- Complaint, 2026-10-03, @wajo_ai (X): “@gunzaj12 @milesdeutscher @wajo_ai i don’t like its attitude, it’s too pushy. sometimes it feels like i’m talking to a salesman not an assistant.” [source](https://twitter.com/172073526/status/2106326484386287799)
- Complaint, 2026-10-24, @wajo_ai (X): “feels like fo’s responses are too slow at times even for simpler questions, noticing this since last 2-3 days. @wajo_ai also, is there any information around how many tool calls can fo handle? i am experimenting with custom mcp connections which would need fo to make tool calls often (idea was to add live voice on top of fo. every response from fo will basically call the voice tool).” [source](https://twitter.com/1732401892435656704/status/2114085483341025370)

### Getting tasks done: 3rd of 11 (customer love 0.552, n 109)

This is the area users talk about most, and it rates better than the category norm. Phone calls and messages to people on the user's behalf drive it, along with errands such as getting fees waived, checking leads and handling customer service.

| Criterion | Reading | Customer love | 95% interval | n | Praise | Complaint |
|---|---|---|---|---|---|---|
| [Contacting other people and businesses for you](https://feedbackbench.com/criteria/act.outreach.md) | 5th of 7 | 0.492 | 0.447–0.529 | 60 | 49 | 11 |
| [Booking appointments, reservations, travel and tickets](https://feedbackbench.com/criteria/act.reservations.md) | Too few posts | 0.522 | 0.514–0.531 | 20 | 20 | 0 |
| [Forms, applications, claims and life admin paperwork](https://feedbackbench.com/criteria/act.admin.md) | Too few posts | 0.479 | 0.413–0.511 | 11 | 10 | 1 |
| [Email triage, cleanup and drafting replies](https://feedbackbench.com/criteria/act.email.md) | Too few posts | 0.498 | 0.471–0.513 | 9 | 8 | 1 |
| [Web research, monitoring and summarising information](https://feedbackbench.com/criteria/act.research.md) | Too few posts | 0.508 | 0.503–0.515 | 9 | 9 | 0 |
| [Stops short, or hands the task back](https://feedbackbench.com/criteria/act.stops_short.md) | Too few posts | 0.510 | 0.501–0.521 | 8 | 7 | 1 |
| [Buying products, orders and purchase judgment](https://feedbackbench.com/criteria/act.shopping.md) | Too few posts | 0.508 | 0.502–0.514 | 6 | 6 | 0 |
| [Writing code and building apps or websites](https://feedbackbench.com/criteria/act.build.md) | Too few posts | 0.506 | 0.502–0.511 | 6 | 6 | 0 |
| [Wrong facts, hallucinations and careless mistakes](https://feedbackbench.com/criteria/act.accuracy.md) | Too few posts | 0.500 | 0.492–0.512 | 6 | 2 | 4 |
| [Creating writing, images, video and social posts](https://feedbackbench.com/criteria/act.content.md) | Too few posts | 0.505 | 0.501–0.510 | 5 | 5 | 0 |
| [Following instructions, rules and corrections](https://feedbackbench.com/criteria/act.instructions.md) | Too few posts | 0.502 | 0.496–0.509 | 4 | 2 | 2 |
| [Says it did something it did not do](https://feedbackbench.com/criteria/act.false_reports.md) | Too few posts | 0.498 | 0.493–0.500 | 3 | 0 | 3 |
| [Budgets, transactions, bills and investments](https://feedbackbench.com/criteria/act.finance.md) | Too few posts | 0.502 | 0.500–0.505 | 2 | 2 | 0 |
| [Calendar entries, conflicts and schedule changes](https://feedbackbench.com/criteria/act.calendar.md) | Too few posts | 0.501 | 0.500–0.503 | 1 | 1 | 0 |
| [Operating a browser or desktop by clicking](https://feedbackbench.com/criteria/act.computer_use.md) | Too few posts | 0.500 | 0.500–0.500 | 0 | 0 | 0 |

Most recent posts:

- Praise, 2026-10-24, @wajo_ai (X): “tonight @wajo_ai called a hospital in dhaka in bangla, got the counter number dictated digit by digit & came back with the duplex scan rates & the sonologist's weekly hours. i never picked up a phone. this is what everyday ai should feel like. prompt: [link] [link]” [source](https://twitter.com/1948479167151919104/status/2114007963962905058)
- Praise, 2026-10-22, @wajo_ai (X): “@shivanipod fo just handled getting over $300 worth of fees on tolls waived and took care of payment of just the toll amounts for me this morning, and i’m starting to realize how insanely helpful fo is about to be in my daily work. huge s/o to @wajo_ai & @shivanipod” [source](https://twitter.com/1970249434706644992/status/2113320680263467443)
- Praise, 2026-10-19, @wajo_ai (X): “@shivanipod @wajo_ai appreciate it, shivani! getting the deterministic math right was a great puzzle, and fo was the perfect missing link to actually execute the bits-to-atoms handoff.” [source](https://twitter.com/1610294716867956737/status/2112241737112400128)
- Complaint, 2026-10-15, @wajo_ai (X): “i built a deterministic python harness that scores fo's agent's cold calls. 24 calls audited, 20+ distinct failure modes logged, from dead-air greetings to talking over prospects. no model in the scoring loop. failures are data, and i document all of them. @shivanipod @wajo_ai” [source](https://twitter.com/2100987690892062720/status/2110742466140033522)
- Complaint, 2026-10-10, @wajo_ai (X): “i gave fo, the ai agent from @wajo_ai, a real sales job: cold-call 23 small businesses across the us, canada, australia and new zealand for my studio, from nanyuki, kenya. 24 calls in one night. zero yeses. here's what broke, and why it matters for every voice agent. post 2.0!” [source](https://twitter.com/2100987690892062720/status/2109008760907641293)
- Complaint, 2026-10-08, @wajo_ai (X): “@arnavgjalan @wajo_ai fo kind of emails on behalf of me, rather than as me. waiting to see how long it takes for it to figure it out.” [source](https://twitter.com/1426403047/status/2108107283075096902)

### Running on its own: Too few posts (customer love 0.504, n 15)

Users describe work that keeps running while they sleep or are busy, such as client onboarding and data checks. Praise outnumbers complaints, but this area comes up less often than it does for other agents.

| Criterion | Reading | Customer love | 95% interval | n | Praise | Complaint |
|---|---|---|---|---|---|---|
| [Unprompted suggestions, insights and check-ins](https://feedbackbench.com/criteria/auto.proactive.md) | Too few posts | 0.502 | 0.491–0.512 | 7 | 6 | 1 |
| [Scheduled recurring tasks and daily briefings run](https://feedbackbench.com/criteria/auto.routines.md) | Too few posts | 0.498 | 0.484–0.506 | 4 | 3 | 1 |
| [Multiple agents, teams and delegation between them](https://feedbackbench.com/criteria/auto.multi_agent.md) | Too few posts | 0.497 | 0.488–0.503 | 2 | 1 | 1 |
| [Reminders and notifications reach the user correctly](https://feedbackbench.com/criteria/auto.reminders.md) | Too few posts | 0.501 | 0.500–0.503 | 1 | 1 | 0 |
| [Remembering the user and context across sessions](https://feedbackbench.com/criteria/auto.memory.md) | Too few posts | 0.501 | 0.500–0.504 | 1 | 1 | 0 |
| [Where the agent runs: its own computer and always-on running](https://feedbackbench.com/criteria/auto.cloud_env.md) | Too few posts | 0.500 | 0.500–0.500 | 0 | 0 | 0 |

Most recent posts:

- Praise, 2026-10-04, @wajo_ai (X): “@hey__fo @shivanipod @wajo_ai the wildest part is i didn't even ask or prompt for it. it just tracked the steam wishlist in the background and alerted me completely on its own 😆” [source](https://twitter.com/1991860005159817216/status/2106748150732001642)
- Praise, 2026-10-04, @wajo_ai (X): “personal ai agents acting proactively in the background is the real unlock. @hey__fo (built by @shivanipod @wajo_ai) just caught a steam wishlist price drop on car for sale simulator's dlc and triggered an alert automatically without being prompted. agents that monitor your ecosystem and trigger on real events beat reactive chat boxes every time. check them out: [link] #ai #aiagents #automation #t…” [source](https://twitter.com/1991860005159817216/status/2106747717124751693)
- Praise, 2026-10-15, @wajo_ai (X): “having used @wajo_ai fo for several days now, i can vouch for the care and detail that has gone into creating the overall experience. the agent is proactive, self corrects mid turn and has been a pleasure to use so far. rooting for @shivanipod and team. [link]” [source](https://twitter.com/72041621/status/2110585672503599350)

### Staying in control: Too few posts (customer love 0.505, n 3)

Users rarely talk about control over the agent. The few posts are positive, with no complaints.

| Criterion | Reading | Customer love | 95% interval | n | Praise | Complaint |
|---|---|---|---|---|---|---|
| [Asks before acting: too little or too much](https://feedbackbench.com/criteria/control.approval.md) | Too few posts | 0.503 | 0.500–0.508 | 2 | 2 | 0 |
| [Seeing what the agent is doing and has done](https://feedbackbench.com/criteria/control.visibility.md) | Too few posts | 0.503 | 0.500–0.508 | 1 | 1 | 0 |
| [Which AI model runs, how good it is, and choosing it](https://feedbackbench.com/criteria/control.model.md) | Too few posts | 0.500 | 0.500–0.500 | 0 | 0 | 0 |
| [Configuring behaviour, skills and portability](https://feedbackbench.com/criteria/control.customize.md) | Too few posts | 0.500 | 0.500–0.500 | 0 | 0 | 0 |

Most recent posts:

- Praise, 2026-10-18, @wajo_ai (X): “three rules i wrote once: · contacts only · up to $25 a task · cancellations wait for me inside them fo just goes. outside, one tap: approve once, approve and add a rule, decline. a declined task never reaches fo. that's the whole trust model. @wajo_ai” [source](https://twitter.com/1945421850458374145/status/2111874198196867390)

### Trusting it with data and safety: Too few posts (customer love 0.506, n 6)

Privacy and safety come up about as often as they do for other agents. Praise and complaints are evenly split.

| Criterion | Reading | Customer love | 95% interval | n | Praise | Complaint |
|---|---|---|---|---|---|---|
| [Permission scope requested and isolation between agents](https://feedbackbench.com/criteria/trust.access_scope.md) | Too few posts | 0.502 | 0.495–0.511 | 5 | 2 | 3 |
| [Vulnerabilities, prompt injection and cross-user leaks](https://feedbackbench.com/criteria/trust.security.md) | Too few posts | 0.503 | 0.500–0.511 | 1 | 1 | 0 |
| [How the vendor collects, keeps and uses data](https://feedbackbench.com/criteria/trust.data_use.md) | Too few posts | 0.500 | 0.500–0.500 | 0 | 0 | 0 |
| [Refuses legitimate requests because of guardrails](https://feedbackbench.com/criteria/trust.refusals.md) | Too few posts | 0.500 | 0.500–0.500 | 0 | 0 | 0 |

Most recent posts:

- Praise, 2026-10-24, @wajo_ai (X): “thanks @wajo_ai @shivanipod & whole team i really enjoy wajo for betterement of my life and career i already use it for my studies, content creation, and planning my future with my fo mini and it's really awesome. my real friend now it is. agent with powerful ai and most secure.” [source](https://twitter.com/616959985/status/2114077310915846502)
- Praise, 2026-09-29, @wajo_ai (X): “things i already love about fo by @wajo_ai 1. can mint throwaway email address so don’t really need to link personal email. big win for privacy nerds like me. 2. can mint throwaway credit cards linked to saved credentials to make payments. 3. call businesses with human backup. [link]” [source](https://twitter.com/72041621/status/2104728996839878890)

### Dealing with the vendor: Too few posts (customer love 0.507, n 8)

Few posts are about updates and support, and complaints slightly outnumber praise. Some users ask where to send feedback, and others ask for an official native app.

| Criterion | Reading | Customer love | 95% interval | n | Praise | Complaint |
|---|---|---|---|---|---|---|
| [Support responses and account bans or lockouts](https://feedbackbench.com/criteria/vendor.support.md) | Too few posts | 0.506 | 0.496–0.525 | 3 | 1 | 2 |
| [Outages, errors and agent going unresponsive](https://feedbackbench.com/criteria/vendor.uptime.md) | Too few posts | 0.508 | 0.496–0.529 | 3 | 1 | 2 |
| [Got better or worse over time, and update cadence](https://feedbackbench.com/criteria/vendor.updates.md) | Too few posts | 0.501 | 0.497–0.506 | 2 | 1 | 1 |

Most recent posts:

- Praise, 2026-10-10, @wajo_ai (X): “wild how rare this is: reported a bug to wajo, they actually remembered it, fixed it, and emailed to close the loop. most companies can't even acknowledge it. respect @wajo_ai [link]” [source](https://twitter.com/1944730582044532736/status/2108966222318764163)
- Complaint, 2026-10-02, @wajo_ai (X): “@wajo_ai i’ve sent you guys an email 2 days ago to delete my account but no response. fo seems to be helpless. what kind of assistant is this that can’t close its own account. and the team ignoring my closure request. very telling the character of this team @shivanipod” [source](https://twitter.com/29966365/status/2105902573052105098)
- Complaint, 2026-09-29, @wajo_ai (X): “hey @wajo_ai you guys down or smth? none of my jobs fired for the last 3 hours… bad look” [source](https://twitter.com/1152908386251530246/status/2105050775215018403)
- Complaint, 2026-10-18, @wajo_ai (X): “hi @wajo_ai — waiting since oct 15 on api-key setup for the fo mcp connection. three emails to support, no reply yet, and the server still says "missing api key." can the team take a look? happy to continue by dm.” [source](https://twitter.com/608864169/status/2111707299236704665)