AEO Bot
Weekly proof of which brands AI answers recommend for your buyer prompts, and why.
作者 GetKits
为什么值 $19
帮你省掉的活
Every Monday at 7:30 AM it asks your buyer prompts on ChatGPT, Perplexity, Google and Gemini and logs who is recommended. Every Thursday it maps the sources behind those answers.
第一天就能用
- 4 skills: answer check, source radar, fact check, answer index
- 3 routines: Monday answers, Thursday sources, monthly facts and index
- 5 answer statuses, positions and one answer share formula
- A 6-tab tracker shared with the AEO Skill and Dot
- Approval rules: nothing goes to Slack without your yes
省得自己从头搭
Deciding what counts as a recommendation versus a mention, how to sample engines that personalize, and a block rule so a login wall becomes BLOCKED instead of a guess.
也包含在 AEO Kit 里：$45 拿下全部内容，单买要 $57。
看看前后差别
Recommended in 12 of 55 AI answers, up from 5
之前
Monday 7:30 run: 19 prompts (3 brand) on ChatGPT, Perplexity, Google AIO and Gemini. On 2026-10-19 restaurantopsreview.example added Lumen Shifts to its 2026 scheduling list and fixed our price.
之后
Recommended in 12 of 55 eligible answers (22%), up from 5 of 54. Answer share 9%; Orbit Rota 51%. New: Perplexity and ChatGPT now name Lumen Shifts 3rd for "best scheduling app for a small restaurant", both citing the updated list. Gemini still says $89 a month, so 1 accuracy error stays open. Google showed no AI Overview on 9 prompts. Slack summary drafted, waiting for your approval.
Thursday source radar finds a new list nobody pitched
之前
Routine: Thursday source radar Run: Thu 2026-11-05, 10:00 America/New_York Window: Answers runs 2026-10-12, 10-19, 10-26, 11-02 Sources tab: 61 rows, last opened 2026-10-29 Plan tab: AEO-01 to AEO-14, AEO-03 (restaurantopsreview.example list) Won on 2026-10-19
之后
SOURCE RADAR: week of 2026-11-02 Window: 4 runs (2026-10-12 to 2026-11-02) | Cited URLs: 68 on 31 domains | Opened this run: 12 Top sources: 1. restaurantopsreview.example/best-restaurant-scheduling-apps | listicle | cited 54 times by ChatGPT, Perplexity, Google AIO, Gemini for 9 prompts | We are in it: Yes (5th of 8, "best for forecast-based rotas") | Competitors in it: Orbit Rota, Crewly, ShiftDeck, TableTime | Updated: 2026-10-19 2. reddit.com/r/restaurateur, "What scheduling app do you use?" | forum | cited 37 times by ChatGPT, Perplexity, Gemini for 6 prompts | We are in it: Yes (one disclosed founder answer, 14 upvotes) | Competitors in it: Orbit Rota, Crewly, TableTime | Updated: 2026-10-28 3. softwarecompare.example/restaurant-scheduling | review platform | cited 33 times by all 4 for 7 prompts | We are in it: Yes (11 reviews, 4.6) | Competitors in it: Orbit Rota (412), Crewly (208), ShiftDeck (61) | Updated: unknown 4. staffingtools.example/best-restaurant-scheduling-2026 | listicle | cited 19 times by ChatGPT, Perplexity, Google AIO for 5 prompts | We are in it: No | Competitors in it: Orbit Rota, Crewly, TableTime | Updated: 2026-10-22 5. reddit.com/r/KitchenConfidential, "rota apps that don't suck" | forum | cited 18 times by Perplexity, Gemini for 3 prompts | We are in it: Yes, described negatively (new comment: "Lumen crashed during Friday service") | Competitors in it: Orbit Rota, Crewly | Updated: 2026-10-24 6 to 10. 2 vendor pages, 1 news article, 1 video, 1 forum thread New this window: staffingtools.example/best-restaurant-scheduling-2026 (19), hospitalitytechweekly.example/tip-pooling-apps (4) Source coverage: 4 of the top 10 third-party URLs include us (40%), up from 0 of 10 on 2026-10-05 Plan rows proposed: AEO-15: staffingtools.example/best-restaurant-scheduling-2026, PL10 Not opened: restauranttrade.example/scheduling-roundup: paywall Note on 5: the crash thread is cited for 3 prompts. A disclosed reply that says what was fixed is your call; I have added it to the Sources row Note, not to Plan.
Monthly Answer Index for the category, read with care
之前
Routine: Monthly fact check and index Run: Mon 2026-11-02, 11:00 America/New_York, after the 07:30 answer run /answer-index for October Brands tab: Lumen Shifts (Us), Orbit Rota, Crewly, ShiftDeck, TableTime (added 2026-10-06) Previous doc: Answer Index - 2026-09
之后
ANSWER INDEX: restaurant staff scheduling | 2026-10 Sample: 4 runs (2026-10-05, 10-12, 10-19, 10-26) x 16 prompts x 4 engines = 256 checks, 216 eligible | Counted: RECOMMENDED only; prompts that name our brand excluded | Rank | Brand | Answer share | Recommendation rate | Top 3 rate | Average position | Change vs last month | | --- | --- | --- | --- | --- | --- | --- | | 1 | Orbit Rota | 48% | 70% | 66% | 1.3 | -5 | | 2 | Crewly | 28% | 41% | 37% | 2.1 | -2 | | 3 | ShiftDeck | 12% | 17% | 9% | 3.6 | -1 | | 4 | TableTime | 7% | 10% | 6% | 3.2 | new | | 5 | Lumen Shifts | 5% | 7% | 3% | 4.0 | +1 | By engine: ChatGPT: Orbit Rota (52%) | us (3%). Perplexity: Orbit Rota (41%) | us (9%). Google AIO: Orbit Rota (55%) | us (4%). Gemini: Orbit Rota (49%) | us (2%) Movers: Orbit Rota -5: lost R1 to TableTime on Perplexity for 2 best prompts from 2026-10-12 Sources behind the leaders: restaurantopsreview.example: Orbit Rota, Crewly, ShiftDeck (and Lumen Shifts since 2026-10-19). reddit.com: Orbit Rota, Crewly, TableTime. softwarecompare.example: Orbit Rota, Crewly Read with care: TableTime joined the Brands tab on 2026-10-06, so part of every other brand's drop is the larger denominator. Every brand's position changed on ChatGPT in the week of 2026-10-12: possible model update on ChatGPT. Gemini was BLOCKED for 4 checks on 2026-10-12. The 2026-10-19 list update shows in only one October run, so your +1 is early. Saved: Answer Index - 2026-10, with a Method section (prompts, engines, runs, session, formulas). Slack draft with the top 5 rows waiting for your approval.
Three engines blocked: no comparison, no guessing
之前
Routine: Monday answer run Run: Mon 2026-11-09, 07:30 America/New_York Prompts: 19 (16 non-brand, 3 brand, asked last) Engines: default The shared browser was also used this morning by the Sales Bot.
之后
More than half of the non-brand checks were BLOCKED (35 of 64), so this run is not compared with last week and does not count toward the 4-run trend. ANSWER SHARE REPORT: week of 2026-11-09 Answers from: this run, 2026-11-09, 07:30 to 08:14 America/New_York | Session: signed out, US | Engines: ChatGPT, Perplexity, Google AIO, Gemini | Prompts: 19 (3 accuracy only) Eligible checks: 25 of 64 non-brand checks (NO ANSWER 4, BLOCKED 35) Us: RECOMMENDED 6 (24%, low sample) | Top 3 2 | Average position 3.5 | MENTIONED 1 | ABSENT 18 | Our URL cited 2 By engine: ChatGPT 1 of 3 | Perplexity 4 of 16 | Google AIO 1 of 6 | Gemini 0 of 0 Changes since last run: not reported, more than half BLOCKED Accuracy: Perplexity, brand prompts: OK. ChatGPT, Gemini and Google brand prompts BLOCKED. Blocked: - Gemini: "unusual traffic" page on the first prompt, again on retry. 19 checks skipped. - ChatGPT: "Log in to continue" wall after 3 prompts, again on retry. 16 checks skipped. - Google: "unusual traffic" page after 10 prompts, again on retry. 9 checks skipped. I did not try to get around any of them. Suggested actions (your decision): 1. Three engines challenging at once usually means heavy automated use from this computer. Move the Sales Bot's routines off Monday 7:00 to 9:00. 2. Run /answer-check for ChatGPT, Google AIO and Gemini on Wednesday, marked as a catch-up run, and keep today's Perplexity rows. 3. If Google keeps challenging, cut Google AIO to the P1 prompts for 2 weeks. Slack draft: "This week's AI answer run is incomplete (3 engines blocked); a catch-up is proposed for Wednesday." Waiting for your approval.
包含内容
你会拿到的每个文件：讲什么、有多长。 文件为英文。
- AEO Bot: Grok Bot setup
This file builds a Grok Bot that measures whether AI answers recommend your brand.
- Before you start
- Step 1: Create the Bot and set its profile
- Step 2: Paste the setup message
- Step 3: Connect plugins
- Step 4: Test run
- Everyday prompts
- Troubleshooting
关于这个 Kit
A Grok Bot teammate that asks your buyer prompts on ChatGPT, Perplexity, Google AI Overviews and Gemini every Monday, logs which brands each answer recommends and in what order, and tells you what changed and which sources the answers lean on. Built for founders and marketing leads who want proof of AI recommendations, not screenshots. Setup takes about 15 minutes.
What you get
- A Monday answer run. Every prompt is asked on every engine in a fresh, signed-out session and recorded as RECOMMENDED, MENTIONED, ABSENT, NO ANSWER or BLOCKED, with positions, the brands named, the sources cited and the sentence that proves it. The report shows recommendation rate, answer share and what changed since last week.
- A Thursday source radar. The pages the answers cite most, whether you are in each one, which competitors are, and a Proposed row in the plan for every important page you are missing from.
- A monthly fact check. Wrong claims the engines repeat about you, the page each one probably comes from, and retired facts (old prices, old plan names) still live on the web, checked against your Brand fact sheet.
- A monthly Answer Index. Every tracked brand ranked by answer share, recommendation rate, top 3 rate and average position, by engine, with a "read with care" line for small samples and model updates.
- One tracker. Brands, Prompts, Answers, Sources, Plan and Weekly tabs in Google Drive, with the same columns the AEO Skill and AEO Dot use.
- A setup file. The Bot profile, one paste-in message that saves 4 skills and 3 routines, plugin steps for Google Drive and Slack, and a test run with expected results.
Who it is for
- Founders whose buyers now ask ChatGPT or Perplexity "what's the best tool for this" and who want to know who gets named.
- Marketing leads who need a weekly number for AI recommendations that holds up in a board deck.
- Local businesses that want to see whether "best [service] in [city]" answers name them.
- Agencies and freelancers who report AI visibility to clients and need the same prompts, statuses and formulas every week.
What it will not do
- Count a single answer as a ranking. Answers vary by run, so it reports rates over runs and flags low samples.
- Count a mention as a recommendation, or count prompts that name your brand toward your share.
- Solve captchas, use proxies or sign in to get around a block. A blocked check is recorded as BLOCKED with what appeared.
- Contact list editors, post on forums or touch your website. It proposes plan rows; sending is yours.
- Post to Slack without your approval, or edit your Brands and Prompts tabs.
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