Tidio Appears in 69.6% of AI Answers. Here's Our Five-Step Plan to Improve Its AI Visibility.
This report supports CiteWorks Studio's examination of how AI search is recommending Chatbots. For more detail, you can also read Chatbots: AI Visibility Discovery Index.
On this report
Browse sections
- Answer Capsule
- Current AI visibility
- What changed since last month
- Next Step
- Step 1. Measure
- Step 2. Make the website consistent
- Step 3. Align the external narrative
- Step 4. Optimize priority company pages
- Step 5. Publish around buyer questions
- Our 90-day action plan
- Methodology
- Our first three priorities
- Learn More
Key Takeaways
- Tidio appears in 69.57% of benchmark AI answers and receives recommendations in 35.97%, placing it second behind Intercom.
- The main fact-check issue is pricing, with two medium-severity conflicting claims that need primary-source verification before any page edits.
- Owned pages with the most citation attention include the homepage, customer service chatbot content, pricing pages, and the Lyro help article.
- Buyer questions cluster around customer service chatbots, website chat, eCommerce, and WhatsApp, creating clear topics for new or revised content.
Answer Capsule
In November 2026, Tidio appeared in 176 of 253 AI answers included in the Chatbots benchmark (69.57%). It received 91 recommendations (35.97%), with 58 Top 3 placements and 21 first-place recommendations. A mention means the company appeared in an answer; a recommendation means the answer affirmatively endorsed it.
Our plan compares the company with its competitors, checks conflicting AI claims against reliable sources, and identifies website pages, third-party sources and buyer questions to address. The historical results show how the figures changed across available months. Different monthly samples limit those comparisons, and conflicting AI claims require verification before corrections are proposed.
Current AI visibility
Questions This Section Answers
- How do Tidio mentions, recommendations and placements compare with its Chatbots peers?
Tidio recorded 176 mentions (69.57%) and 91 recommendations (35.97%) across 253 answers included in the benchmark. Top 3 placements numbered 58; first-place recommendations numbered 21. Framing among its mentions was 95 positive, 81 neutral and 0 negative.
Rank | Company | Mentions | Mention rate | Recommendations | Recommendation rate | Top 3 | Top 3 rate | #1 | #1 rate |
|---|---|---|---|---|---|---|---|---|---|
1 | Intercom | 201 | 79.45% | 92 | 36.36% | 67 | 26.48% | 29 | 11.46% |
2 | Tidio | 176 | 69.57% | 91 | 35.97% | 58 | 22.92% | 21 | 8.30% |
3 | 152 | 60.08% | 70 | 27.67% | 46 | 18.18% | 19 | 7.51% | |
4 | 76 | 30.04% | 27 | 10.67% | 13 | 5.14% | 1 | 0.40% | |
5 | 105 | 41.50% | 26 | 10.28% | 18 | 7.11% | 11 | 4.35% | |
6 | Ada | 48 | 18.97% | 21 | 8.30% | 12 | 4.74% | 4 | 1.58% |
6 | 73 | 28.85% | 21 | 8.30% | 15 | 5.93% | 10 | 3.95% | |
8 | 29 | 11.46% | 10 | 3.95% | 4 | 1.58% | 3 | 1.19% | |
9 | 33 | 13.04% | 6 | 2.37% | 4 | 1.58% | 0 | 0.00% | |
9 | 16 | 6.32% | 6 | 2.37% | 3 | 1.19% | 2 | 0.79% |
Tidio appears in most answers in this benchmark and earns an affirmative recommendation in roughly a third of them, placing it second to Intercom on both reach and endorsement. The distance to the leader is modest, so the practical question is where Tidio is named without being endorsed, and whether those gaps sit in answer types the client can influence.
Framing is clean, with no negative mentions recorded, so reputation repair is not the priority. Proposed work: a scorecard separating mentions, recommendations and placement, plus page briefs and buyer-question content aimed at the answer types where Tidio is named but not endorsed. Any correction to a cited page would follow current primary-source verification.
What changed since last month
Questions This Section Answers
- How did Tidio counts and coverage differ across the available monthly snapshots?
Metric | Sep 2026 | Oct 2026 | Nov 2026 |
|---|---|---|---|
Mentions | 345 / 437 (78.95%) | 321 / 436 (73.62%) | 176 / 253 (69.57%) |
Recommendations | 260 / 437 (59.50%) | 267 / 436 (61.24%) | 91 / 253 (35.97%) |
Top 3 recommendations | 136 / 437 (31.12%) | 160 / 436 (36.70%) | 58 / 253 (22.92%) |
#1 recommendations | 38 / 437 (8.70%) | 38 / 436 (8.72%) | 21 / 253 (8.30%) |
Only months with verified results are shown. Monthly sample coverage is listed in Methodology.
From October 2026 to November 2026, Tidio's mention count fell from 321 to 176, while its recommendation count fell from 267 to 91. The recommendation rate was 61.24% and 35.97% respectively.
The monthly record shows a clear step down in November across mentions, recommendations and top-three placements, while first-place counts held roughly steady. Because the November sample is a separate selection, the movement should be read as an observation, not as a trend with a known cause.
The practical implication is that Tidio's strongest position is at the very top of answers, which held up better than mid-list placement. The agency would treat the earlier months as context and the current month as the working baseline, then watch whether the pattern persists before drawing conclusions.
AI recommendation trend
Observed recommendation rate (%), Sep 2026 to Nov 2026
- Tidio35.97%
Separate selected monthly samples. Missing points are unavailable, not zero. Provider/prompt equivalence is unverified; rate movement does not demonstrate causation.
/ Take the next step
Want to Understand Your AI Citation Footprint?
We start every engagement with a full audit of how AI systems reference your brand today.
Measurable, Repeatable Programme
Build a durable foundation of credible citations that compounds over time and continues to influence AI answers as new queries emerge
Citation Architecture Review
Identify which high-authority community sources are and aren't working in your favour across AI platforms.
AI Visibility Audit
Understand exactly how LLMs are referencing your brand today and which sources are shaping those answers.
Step 1. Measure
Questions This Section Answers
- What should the agency measure and verify first for Tidio?
AI answers contained 2 conflicting claims about Tidio: 0 critical, 0 high, 2 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.
Two conflicting claims about Tidio's pricing appeared in AI answers, both rated medium severity. Neither is critical, and the rating reflects how much the conflict could mislead a buyer rather than proof that anyone made a mistake. Different dates or plan tiers may explain the gap entirely.
The useful first step is a visibility comparison paired with a short list of claims to fact-check. That lets the client see which answers carry the disputed pricing and decide, with current primary sources in hand, whether anything needs correcting.
Step 2. Make the website consistent
Questions This Section Answers
- Which recorded claim differences about Tidio should be verified before proposed page edits?
Review topic | Severity | Recorded AI claim A | Recorded AI claim B |
|---|---|---|---|
monthly price | medium | ~$24–$29/month | from $20/mo |
starting monthly price | medium | ~$29/month | $24.17/month |
Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.
The disputed topics are both about monthly pricing, with answers quoting different starting figures. The agency would not decide which figure is right from the AI answers alone. Instead, it would confirm the current published pricing, the date it applies and the plan it covers, then check whether the conflicting answers are simply describing different tiers or periods.
Only after that verification would page briefs be drafted, and only for pages where the approved facts differ from what answers say. Where the conflict turns out to be a date or tier difference, the outcome may be a no-change decision recorded for the file.
Step 3. Align the external narrative
Questions This Section Answers
- Which cited third-party pages are relevant to fact review for Tidio?
Cited page selected for review | Citation appearances in all captured answers | Answers mentioning the company | Conflicting claims linked to this page |
|---|---|---|---|
https://kayako.com/blog/best-live-chat-software/ | 9 | 2 | 2 |
https://zapier.com/blog/best-customer-support-chat-apps/ | 64 | 29 | 1 |
https://technovapartners.com/en/insights/best-live-chat-software-2026 | 10 | 4 | 1 |
https://learn.g2.com/best-live-chat-software | 11 | 3 | 1 |
https://virtualpbx.com/blog/texting/best-webchat-services/ | 4 | 3 | 1 |
https://eesel.ai/blog/live-chat-software-for-website | 3 | 3 | 1 |
These pages were selected because they relate to the company in the captured answers. Their current contents still need checking before any correction request. A page linked to a conflicting claim is not necessarily its cause, and the same answer may contribute to more than one row.
Several third-party list pages were selected because they connect to Tidio in captured answers, and a few are linked to the conflicting pricing claims. A link is not a cause, and the same answer can draw on more than one page, so the agency would review each page's current content before approaching anyone.
Requests to publishers would be evidence-backed and specific, citing the verified company facts and the exact passage in question. Where a page is accurate or the conflict is explained by dating, the agency would record a no-change decision rather than push a correction.
Step 4. Optimize priority company pages
Questions This Section Answers
- Which observed Tidio website pages should receive review briefs?
Company website page | Citation appearances in all captured answers | Benchmark answers citing the page | Recommending answers citing the page |
|---|---|---|---|
https://tidio.com/ | 10 | 2 | 2 |
https://tidio.com/blog/customer-service-chatbot/ | 6 | 4 | 4 |
https://tidio.com/blog/chatbot-pricing/ | 5 | 1 | 0 |
https://tidio.com/blog/intercom-alternatives/ | 4 | 0 | 0 |
https://tidio.com/blog/manychat-alternatives/ | 4 | 2 | 0 |
https://tidio.com/blog/manychat-review/ | 4 | 3 | 1 |
https://tidio.com/pricing/ | 4 | 1 | 0 |
https://help.tidio.com/hc/en-us/articles/9003475527196-Lyro-the-conversational-AI-agent | 3 | 1 | 1 |
The company's website was cited 84 times across 42 distinct page addresses; the table shows 8 pages selected for review. Zeros in the answer columns mean no matching answers were recorded. A cited page is not automatically a page that accompanied a recommendation.
Tidio's own site is cited widely across captured answers, and a handful of pages carry most of that attention, including the homepage, the customer service chatbot article and the chatbot pricing piece. The pricing page and the Lyro AI Agent help article also appear, which makes them natural places to check against approved facts.
Page briefs would be built from confirmed company facts and the questions buyers actually ask, not from assumptions about what a page currently says. Pages with no recorded recommending answers are candidates for review, not automatic rewrites.
Step 5. Publish around buyer questions
Questions This Section Answers
- Which observed buyer questions support content briefs for Tidio?
Question observed in the research | Benchmark answers to this question | Company mentions | Company recommendations |
|---|---|---|---|
What is the best AI chatbot for customer service? | 4 | 4 | 4 |
Which LiveChat is best? | 4 | 4 | 3 |
What is the best chat for websites? | 3 | 3 | 3 |
What is the best chatbot for eCommerce? | 3 | 3 | 3 |
What is the best free LiveChat support for website? | 3 | 3 | 3 |
Which WhatsApp bot is best? | 4 | 4 | 2 |
What is the best AI chatbot for websites? | 3 | 3 | 2 |
What is the best chatbot builder? | 3 | 3 | 2 |
These are recorded answer observations, not search volume, verified demand, or proof of missing website content.
The recorded questions cluster around customer service chatbots, website chat, eCommerce and WhatsApp, plus comparisons against named competitors. Tidio appears in nearly all of these answers, which suggests the brand is already in the consideration set for these buyer questions.
The gap is in endorsement: some questions mention Tidio without recommending it. The agency would check existing coverage first, then draft briefs for content that answers the buyer's actual comparison question with approved facts, rather than commissioning new pages that duplicate what already exists.
Our 90-day action plan
Questions This Section Answers
- How should the agency sequence the proposed Tidio work and judge completion?
Period | Deliverable | Completion criterion |
|---|---|---|
Days 1–30 | Baseline scorecard, scoped fact-review register and page/source shortlist | Each record has an owner, evidence requirement and review status |
Days 31–60 | Approved page briefs and justified publisher requests | Separate confirmed edits, no-change decisions, requests and responses |
Days 61–90 | Buyer-content briefs and a fresh scorecard | Record work completed separately from measured answer outcomes and comparability limits |
The first month establishes the baseline: a scorecard, a scoped fact-review register and a shortlist of pages and sources, each with an owner and an evidence requirement. Nothing gets corrected in this phase; the goal is a clean record of what needs checking.
The second month produces approved page briefs and justified publisher requests, with confirmed edits, no-change decisions and responses tracked separately. The third month adds buyer-question content briefs and a fresh scorecard. Completed work is reported separately from any measured change in AI answers, since the two are not the same thing.
Methodology
Questions This Section Answers
- How are Tidio answer metrics and citation populations defined?
This report covers 2026-11. The exact dates when the original AI answers were collected have not been verified. The visibility rates use 253 answers that met the benchmark's inclusion rules. A company is recommended only when the answer both endorses it and uses positive wording. Top 3 and first-place counts are part of those recommendations, not extra recommendations.
An answer can mention or recommend several companies, so company counts cannot be added to find the number of distinct answers. The net sentiment score is positive minus negative mentions, divided by all company mentions; it describes answer wording, not customer satisfaction.
The wider citation analysis covers 800 captured answers and 4946 appearances of cited URLs. Citation appearances across all captured answers differ from the number of benchmark answers citing a page and the number that also recommend a company. The current contents of cited pages and disputed company claims still need independent verification.
Monthly sample coverage:
Reporting month | Answers included | AI services covered | Services |
|---|---|---|---|
Sep 2026 | 437 | 6 | ChatGPT, Copilot, Gemini, Google AI Mode, Google AI Overviews, Perplexity |
Oct 2026 | 436 | 6 | ChatGPT, Copilot, Gemini, Google AI Mode, Google AI Overviews, Perplexity |
Nov 2026 | 253 | 6 | ChatGPT, Copilot, Gemini, Google AI Mode, Google AI Overviews, Perplexity |
July 2026 measured a different set of companies, so it is excluded from this comparison. August 2026 measured a different set of companies, so it is excluded from this comparison.
The answer samples differ between months. These comparisons show how the recorded results changed; they do not establish why they changed.
The answers were captured for a single reporting month, and the exact collection dates are unverified. A company counts as recommended only when an answer endorses it with positive wording, and top-three and first-place counts sit inside those recommendations rather than adding to them.
Answers can mention several companies, so counts cannot be summed into distinct answers. The monthly samples differ, so comparisons show what changed, not why. Cited pages and disputed claims still need independent verification.
Our first three priorities
First, verify the pricing facts behind the two conflicting claims before anything else moves. That single check determines whether page briefs or publisher requests are warranted at all, and it protects the client from acting on an AI claim that turns out to be a dated or tier-specific figure.
Second, review the owned pages that carry the most citation attention, starting with pricing and the Lyro AI Agent help article, and brief them against approved facts. Third, build buyer-question content around the customer service and comparison questions where Tidio is mentioned but not always recommended. Each step produces a recorded decision, and none of them promises a visibility gain on its own.
/ Learn More
Understanding AI search visibility.
AI search experiences create answers by pulling information from many places online and summarizing it into a single response.
What Is AI Citation Intelligence?
What Is Citation Architecture?
What Is Generative Engine Optimization?
What Is AI Share of Voice?
Archived editions
Browse earlier published research snapshots for this article. The latest edition remains at the current URL.


