Landlord Insurance in AI Search: The Biggest AI Visibility Problems and How We'd Fix Them

Companies covered: Obie, USAA, Farmers, Allstate, Steadily, Travelers, Nationwide, State Farm, Liberty Mutual, American Family Insurance

Answer Capsule

The November 2026 Landlord Insurance benchmark compares 10 companies across 85 AI answers that met its inclusion rules. State Farm recorded 83 mentions and 48 recommendations (56.47% of the answers). Being mentioned means appearing in an answer; being recommended means receiving an affirmative endorsement.

We examine each company, compare the available monthly results, and set out a five-step plan for improving the information AI systems can draw on. The work starts with measuring visibility and checking conflicting claims, then moves to company pages, relevant publishers and buyer questions. The cited pages need review before any correction request, and the research does not establish what caused recommendation differences or promise future gains.

Executive industry diagnosis

Questions This Section Answers

• What does the Landlord Insurance benchmark show about mentions, recommendations and placement?

The peer set splits into two tiers. State Farm, USAA, Travelers and Allstate are named in nearly every answer and endorsed in roughly half of them, so they occupy the default consideration set for landlord insurance questions. The other national carriers are named often but receive far fewer endorsements, which leaves them visible without being the carrier answers put forward.

Placement is the sharper divide. State Farm and USAA hold most of the first-place answers, while several widely mentioned carriers rarely or never lead an answer. Being named is not the same as being chosen, and that gap is where competitive work sits. Specialist landlord insurers appear only at the margins, which points to reach rather than placement. A shared scorecard keeping mentions, endorsements and placement distinct would show each client which gap it actually has before content or publisher work begins.

What changed since last month

Questions This Section Answers

• What changed across the usable monthly Landlord Insurance snapshots?

Only months with verified results are shown. Monthly sample coverage is listed in Methodology.

The monthly samples differ in size and composition, so the movement shown should be read as recorded change rather than like-for-like performance. Several carriers saw both mention and recommendation counts fall between the two most recent months, and the smaller recent sample limits direct comparison.

American Family Insurance is the exception worth noting: its recommendation rate held roughly steady even as raw counts dropped. That pattern is consistent with a stable share of a smaller answer set, though the samples cannot confirm it.

The specialists show the widest swing, from meaningful presence to near absence. Whether that reflects the questions asked, the services sampled or genuine answer drift is unresolved, and the agency should treat it as a question to test rather than a conclusion.

Company-by-company findings

Obie

Questions This Section Answers

• What measured visibility pattern and review priority does Obie have in Landlord Insurance?

Obie recorded 2 mentions (2.35%) and 2 recommendations (2.35%) across 85 answers included in the benchmark. Top 3 placements numbered 1; first-place recommendations numbered 1. Framing among its mentions was 2 positive, 0 neutral and 0 negative.

From October 2026 to November 2026, Obie's mention count fell from 30 to 2, while its recommendation count fell from 30 to 2. The recommendation rate was 15.87% and 2.35% respectively.

AI answers contained 0 conflicting claims about Obie: 0 critical, 0 high, 0 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.

No results are available for this part of the analysis.

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.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected third-party review candidate: https://cnbc.com/select/best-landlord-insurance-companies/.

Obie's presence rests on a handful of answers, so its rates are fragile and should not be read as a stable market position. The conflicting-claim review found nothing to chase, which means the useful work is confirming which questions actually surface the brand. We would propose a narrow question-level review and a fact-check of the cited landlord-insurance comparison page before any outreach.

USAA

Questions This Section Answers

• What measured visibility pattern and review priority does USAA have in Landlord Insurance?

USAA recorded 80 mentions (94.12%) and 48 recommendations (56.47%) across 85 answers included in the benchmark. Top 3 placements numbered 19; first-place recommendations numbered 8. Framing among its mentions was 48 positive, 32 neutral and 0 negative.

From October 2026 to November 2026, USAA's mention count fell from 164 to 80, while its recommendation count fell from 116 to 48. The recommendation rate was 61.38% and 56.47% respectively.

AI answers contained 2 conflicting claims about USAA: 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.

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.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://usaa.com/insurance/bundle-save/.

USAA is named in almost every answer and recommended in more than half, but it leads far fewer answers than it enters. That is a placement gap rather than a reach gap. Two premium figures conflict at medium severity, so we would propose verifying current rate information against primary sources and preparing a page brief for the bundle page before any correction is considered.

Farmers

Questions This Section Answers

• What measured visibility pattern and review priority does Farmers have in Landlord Insurance?

Farmers recorded 63 mentions (74.12%) and 28 recommendations (32.94%) across 85 answers included in the benchmark. Top 3 placements numbered 1; first-place recommendations numbered 0. Framing among its mentions was 28 positive, 34 neutral and 1 negative.

From October 2026 to November 2026, Farmers' mention count fell from 148 to 63, while its recommendation count fell from 90 to 28. The recommendation rate was 47.62% and 32.94% respectively.

AI answers contained 3 conflicting claims about Farmers: 0 critical, 0 high, 2 medium, 1 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.

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.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://farmers.com/learn/insurance-questions/insurance-bundling/.

Selected third-party review candidate: https://usnews.com/insurance/homeowners-insurance.

Farmers is mentioned widely and recommended in about a third of answers, yet it almost never appears in the top three and never first. Reach is not the constraint; position is. We would propose a placement-focused page brief and a fact check on the bundle-discount and market-share claims, with publisher review of the cited comparison pages only after verification.

Allstate

Questions This Section Answers

• What measured visibility pattern and review priority does Allstate have in Landlord Insurance?

Allstate recorded 81 mentions (95.29%) and 39 recommendations (45.88%) across 85 answers included in the benchmark. Top 3 placements numbered 13; first-place recommendations numbered 3. Framing among its mentions was 39 positive, 41 neutral and 1 negative.

From October 2026 to November 2026, Allstate's mention count fell from 175 to 81, while its recommendation count fell from 116 to 39. The recommendation rate was 61.38% and 45.88% respectively.

AI answers contained 11 conflicting claims about Allstate: 0 critical, 6 high, 5 medium, 0 low. Of these, 6 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.

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.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://allstate.com/auto-insurance.

Selected third-party review candidate: https://insurance.ca.gov/0400-news/0102-alerts/2026/Major-California-home-insurers-move-to-r.cfm.

Allstate combines near-universal mention with solid recommendation reach, but first-place answers are rare. The more pressing issue is the California new-business claim rated high severity, which could mislead buyers if left unresolved. We would propose verifying current California availability from primary sources first, then a page brief and a targeted publisher review.

Steadily

Questions This Section Answers

• What measured visibility pattern and review priority does Steadily have in Landlord Insurance?

Steadily recorded 4 mentions (4.71%) and 4 recommendations (4.71%) across 85 answers included in the benchmark. Top 3 placements numbered 2; first-place recommendations numbered 0. Framing among its mentions was 4 positive, 0 neutral and 0 negative.

From October 2026 to November 2026, Steadily's mention count fell from 34 to 4, while its recommendation count fell from 34 to 4. The recommendation rate was 17.99% and 4.71% respectively.

AI answers contained 0 conflicting claims about Steadily: 0 critical, 0 high, 0 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.

No results are available for this part of the analysis.

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.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://steadily.com/.

Selected third-party review candidate: https://cnbc.com/select/best-landlord-insurance-companies/.

Steadily appears in only a few answers, so its rates carry little weight and its recent drop should be treated as an observation, not a trend. With no conflicting claims recorded, the work is about reach: we would propose a question-level review to see which landlord questions surface the brand and a brief for the owned homepage.

Travelers

Questions This Section Answers

• What measured visibility pattern and review priority does Travelers have in Landlord Insurance?

Travelers recorded 74 mentions (87.06%) and 44 recommendations (51.76%) across 85 answers included in the benchmark. Top 3 placements numbered 10; first-place recommendations numbered 2. Framing among its mentions was 44 positive, 30 neutral and 0 negative.

From October 2026 to November 2026, Travelers' mention count fell from 159 to 74, while its recommendation count fell from 114 to 44. The recommendation rate was 60.32% and 51.76% respectively.

AI answers contained 3 conflicting claims about Travelers: 0 critical, 0 high, 1 medium, 2 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.

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.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://travelers.com/resources/auto/insuring/how-to-compare-car-insurance-quotes.

Selected third-party review candidate: https://usnews.com/insurance/homeowners-insurance.

Travelers is recommended in about half of answers but rarely leads them, so its visibility is broad and its position shallow. A medium-severity conflict over California availability is the item most likely to affect buyer trust. We would propose verifying that availability claim first, then a page brief and a publisher review of the cited comparison pages.

Nationwide

Questions This Section Answers

• What measured visibility pattern and review priority does Nationwide have in Landlord Insurance?

Nationwide recorded 73 mentions (85.88%) and 29 recommendations (34.12%) across 85 answers included in the benchmark. Top 3 placements numbered 4; first-place recommendations numbered 0. Framing among its mentions was 29 positive, 43 neutral and 1 negative.

From October 2026 to November 2026, Nationwide's mention count fell from 108 to 73, while its recommendation count fell from 69 to 29. The recommendation rate was 36.51% and 34.12% respectively.

AI answers contained 5 conflicting claims about Nationwide: 0 critical, 0 high, 3 medium, 2 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.

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.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://nationwide.com/personal/insurance/auto/discounts/types/multi-policy.

Selected third-party review candidate: https://usnews.com/insurance/homeowners-insurance/best-home-and-auto-insurance-bundles.

Nationwide is mentioned often but recommended in roughly a third of answers and never first. Several conflicting claims concern California availability, including whether the carrier left the state at all, which is exactly the kind of ambiguity that can distort a buyer's shortlist. We would propose resolving that question from primary sources before any page or publisher work.

State Farm

Questions This Section Answers

• What measured visibility pattern and review priority does State Farm have in Landlord Insurance?

State Farm recorded 83 mentions (97.65%) and 48 recommendations (56.47%) across 85 answers included in the benchmark. Top 3 placements numbered 40; first-place recommendations numbered 23. Framing among its mentions was 48 positive, 34 neutral and 1 negative.

From October 2026 to November 2026, State Farm's mention count fell from 175 to 83, while its recommendation count fell from 125 to 48. The recommendation rate was 66.14% and 56.47% respectively.

AI answers contained 15 conflicting claims about State Farm: 0 critical, 8 high, 6 medium, 1 low. Of these, 8 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.

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.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://statefarm.com/insurance/bundling.

Selected third-party review candidate: https://insurance.ca.gov/0400-news/0102-alerts/2026/Major-California-home-insurers-move-to-r.cfm.

State Farm leads the peer set on both reach and placement, holding most first-place answers. Its exposure is factual: several high-severity conflicts concern whether new homeowners policies are being written in California. We would propose verifying current availability from primary sources first, then a page brief and a publisher review, since a wrong answer here affects buyers directly.

Liberty Mutual

Questions This Section Answers

• What measured visibility pattern and review priority does Liberty Mutual have in Landlord Insurance?

Liberty Mutual recorded 53 mentions (62.35%) and 20 recommendations (23.53%) across 85 answers included in the benchmark. Top 3 placements numbered 3; first-place recommendations numbered 0. Framing among its mentions was 20 positive, 32 neutral and 1 negative.

From October 2026 to November 2026, Liberty Mutual's mention count fell from 135 to 53, while its recommendation count fell from 78 to 20. The recommendation rate was 41.27% and 23.53% respectively.

AI answers contained 1 conflicting claim about Liberty Mutual: 0 critical, 0 high, 1 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.

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.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://libertymutual.com/vehicle/auto-insurance.

Selected third-party review candidate: https://usnews.com/insurance/homeowners-insurance.

Liberty Mutual is mentioned in most answers but recommended in fewer than a quarter and never first, so its gap is endorsement rather than awareness. One medium-severity conflict concerns market share. We would propose a page brief aimed at the questions where the brand appears without endorsement, plus a fact check on the market-share figure before any publisher request.

American Family Insurance

Questions This Section Answers

• What measured visibility pattern and review priority does American Family Insurance have in Landlord Insurance?

American Family Insurance recorded 45 mentions (52.94%) and 22 recommendations (25.88%) across 85 answers included in the benchmark. Top 3 placements numbered 3; first-place recommendations numbered 0. Framing among its mentions was 22 positive, 23 neutral and 0 negative.

From October 2026 to November 2026, American Family Insurance's mention count fell from 69 to 45, while its recommendation count fell from 48 to 22. The recommendation rate was 25.40% and 25.88% respectively.

AI answers contained 2 conflicting claims about American Family Insurance: 0 critical, 0 high, 1 medium, 1 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.

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.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://amfam.com/insurance/bundle/overview.

Selected third-party review candidate: https://iii.org/fact-statistic/facts-statistics-insurance-company-rankings.

American Family Insurance sits mid-pack on reach and recommendation, with no first-place answers and no negative framing. Its recommendation rate held steady across the recent months even as counts fell. Two low-to-medium conflicts concern market share and premium ranking, so we would propose a fact check on those figures and a page brief for the bundle page.

The CiteWorks five-step improvement plan

Step 1. Establish the baseline

Questions This Section Answers

• What should the agency deliver when it works to establish the baseline for Landlord Insurance?

Build a single scorecard that records mentions, recommendations, top-three placement and first place as separate columns, with the answer sample and services noted for each month. Every row should carry an owner and a review status so later changes can be compared against a documented starting point.

Step 2. Verify disputed facts

Questions This Section Answers

• What should the agency deliver when it works to verify disputed facts for Landlord Insurance?

AI answers contained 42 conflicting claims across 8 companies. Another 0 possible conflicts were excluded because their company matches were uncertain. The conflicting claims need fact-checking before any corrections are proposed.

Work through the recorded conflicts company by company, starting with the high-severity items on State Farm and Allstate. Each needs the entity, date and primary source resolved before anyone decides whether a correction is warranted. Ambiguous company matches stay out of the queue.

Step 3. Review owned pages

Questions This Section Answers

• What should the agency deliver when it works to review owned pages for Landlord Insurance?

Turn the supplied owned-page candidates into briefs that state the question the page should answer, the facts that need confirming and the evidence required. No edit should proceed until current page contents and the underlying facts have been checked against primary sources.

Step 4. Review third-party sources

Questions This Section Answers

• What should the agency deliver when it works to review third-party sources for Landlord Insurance?

For each selected publisher page, confirm what it currently says before drafting any request. Requests should cite verified evidence and be logged with their response, keeping confirmed edits, no-change decisions and outstanding asks clearly separate.

Step 5. Address buyer questions and measure again

Questions This Section Answers

• What should the agency deliver when it works to address buyer questions and measure again for Landlord Insurance?

Draft buyer-question content around the questions actually observed, such as best and cheapest landlord insurance, and route it through the same fact-checking standard. Measure again on a fresh sample and report delivered work separately from any change in answer outcomes.

Third-party authority and citation opportunities

Questions This Section Answers

• Which cited publisher pages support targeted source review in Landlord Insurance?

These pages are candidates for review, not confirmed errors. Citation appearances are counted across the captured answers and are not added again for each company.

The publisher list should be prioritized by how often each page is cited and how many of the client's target companies it covers, not by citation count alone. The general homeowners comparison pages and the insurance fact-statistics page reach the widest set of carriers, which makes them efficient first reviews.

The landlord-specific comparison pages matter more for the specialist insurers, where a single page can shape most of the answers that mention them. The California regulatory alert is relevant only to the availability disputes and should be checked against current primary sources before any request.

A citation does not show that a page influenced an answer. Each candidate needs its current contents verified, and any outreach should be framed as an evidence-backed review request rather than an assertion of error.

What we'd prioritize first

Start with the fact dependencies, because several high-severity conflicts touch California availability and could mislead buyers regardless of anything else. State Farm and Allstate come first, with Travelers and Nationwide close behind on the same theme.

In parallel, build the baseline scorecard so the placement gaps at Farmers, Nationwide and Liberty Mutual can be tracked against a documented starting point rather than memory.

Publisher and page work should follow verification, not lead it. The specialist insurers need reach work rather than correction work, and their small answer base means any brief should be treated as exploratory until a larger sample confirms the pattern.

Methodology and conclusion

Questions This Section Answers

• What do the Landlord Insurance sample and source-review limits allow us to conclude?

This report covers 2026-11. The exact dates when the original AI answers were collected have not been verified. The visibility rates use 85 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 5347 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:

July 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.

These results describe how a fixed set of answers discussed each company in the reporting month. They do not measure customer satisfaction, market share or search demand, and the monthly samples differ enough that comparisons show recorded change rather than like-for-like performance.

The proposed work is a sequence of verification and content steps, not a promise of improved answers. Any correction depends on confirming current facts from primary sources, and outcomes should be judged on a fresh sample with the same inclusion rules.