Job Posting Sites in AI Search: The Biggest AI Visibility Problems and How We'd Fix Them

Companies covered: Dice, Indeed, Monster, LinkedIn, Snagajob, Glassdoor, Wellfound, SimplyHired, ZipRecruiter, CareerBuilder

Answer Capsule

The November 2026 Job Posting Sites benchmark compares 10 companies across 566 AI answers that met its inclusion rules. Indeed recorded 566 mentions and 544 recommendations (96.11% 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 Job Posting Sites benchmark show about mentions, recommendations and placement?

The peer set splits into a top tier that AI answers treat as default answers and a long tail that appears only when a question narrows. Indeed and LinkedIn are named in every included answer, while ZipRecruiter and Glassdoor sit just behind them. The gap that matters for clients is not mention but endorsement: several mid-tier sites are recommended far more often than they are placed near the top.

That pattern suggests the competitive problem for most of this peer set is position and framing, not basic visibility. A site can be named and praised yet rarely lead an answer. The practical implication is that content and source work should aim at how a site is described and ranked, not only at whether it appears.

Dice, Wellfound, Snagajob and SimplyHired show strong recommendation reach against almost no top placements. Monster, CareerBuilder and Glassdoor show the same shape at lower volume. These are the accounts where a focused review of owned pages and cited publishers is most likely to change how answers frame the site.

What changed since last month

Questions This Section Answers

• What changed across the usable monthly Job Posting Sites snapshots?

The monthly samples are not like-for-like: each month drew a different set of answers, so a higher or lower count does not by itself show a change in standing. Read the movement as a record of what each sample contained, not as proof that any site gained or lost ground.

Within that limit, most companies were named and recommended more often in the latest sample than in the summer months. CareerBuilder and SimplyHired show the clearest upward movement in recorded counts, while Dice and Wellfound recovered after a softer autumn. The comparability caveat applies to all of these.

Company-by-company findings

Dice

Questions This Section Answers

• What measured visibility pattern and review priority does Dice have in Job Posting Sites?

Dice recorded 370 mentions (65.37%) and 351 recommendations (62.01%) across 566 answers included in the benchmark. Top 3 placements numbered 2; first-place recommendations numbered 0. Framing among its mentions was 352 positive, 18 neutral and 0 negative.

From October 2026 to November 2026, Dice's mention count rose from 325 to 370, while its recommendation count rose from 299 to 351. The recommendation rate was 56.74% and 62.01% respectively.

AI answers contained 0 conflicting claims about Dice: 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://dice.com/.

Selected third-party review candidate: https://biginterview.com/resources/best-job-search-sites.

Dice is recommended in most answers that name it, yet it almost never leads a list. That is a positioning problem rather than a visibility problem: the site is treated as a credible option but rarely the first one. Proposed work is a page brief for the owned site and a fact-check of the cited third-party review, conditional on verifying current details before any edit.

Indeed

Questions This Section Answers

• What measured visibility pattern and review priority does Indeed have in Job Posting Sites?

Indeed recorded 566 mentions (100.00%) and 544 recommendations (96.11%) across 566 answers included in the benchmark. Top 3 placements numbered 487; first-place recommendations numbered 300. Framing among its mentions was 547 positive, 18 neutral and 1 negative.

From October 2026 to November 2026, Indeed's mention count rose from 526 to 566, while its recommendation count rose from 493 to 544. The recommendation rate was 93.55% and 96.11% respectively.

AI answers contained 1 conflicting claim about Indeed: 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://indeed.com/.

Selected third-party review candidate: https://businessnewsdaily.com/best-job-posting-sites.

Indeed is effectively a default answer, named and recommended almost everywhere, with a large share of first-place placements. Its exposure is factual rather than positional: recorded answers disagree about the free posting allowance. Proposed work is a fact check against current primary sources, followed by a page brief only if the owned page does not already state the allowance clearly.

Monster

Questions This Section Answers

• What measured visibility pattern and review priority does Monster have in Job Posting Sites?

Monster recorded 160 mentions (28.27%) and 111 recommendations (19.61%) across 566 answers included in the benchmark. Top 3 placements numbered 5; first-place recommendations numbered 0. Framing among its mentions was 118 positive, 38 neutral and 4 negative.

From October 2026 to November 2026, Monster's mention count rose from 145 to 160, while its recommendation count rose from 96 to 111. The recommendation rate was 18.22% and 19.61% respectively.

AI answers contained 0 conflicting claims about Monster: 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://monster.com/.

Selected third-party review candidate: https://biginterview.com/resources/best-job-search-sites.

Monster is named in roughly a quarter of answers and recommended in most of those, but it almost never reaches the top of a list. The opportunity is to strengthen how answers describe it rather than to chase raw visibility. Proposed work is a page brief for the owned site and a review of the cited third-party roundup, with any change conditional on verified facts.

LinkedIn

Questions This Section Answers

• What measured visibility pattern and review priority does LinkedIn have in Job Posting Sites?

LinkedIn recorded 566 mentions (100.00%) and 543 recommendations (95.94%) across 566 answers included in the benchmark. Top 3 placements numbered 470; first-place recommendations numbered 181. Framing among its mentions was 545 positive, 20 neutral and 1 negative.

From October 2026 to November 2026, LinkedIn's mention count rose from 527 to 566, while its recommendation count rose from 497 to 543. The recommendation rate was 94.31% and 95.94% respectively.

AI answers contained 2 conflicting claims about LinkedIn: 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://linkedin.com/jobs.

Selected third-party review candidate: https://businessnewsdaily.com/best-job-posting-sites.

LinkedIn shares the default-answer position with Indeed and holds a large share of first-place placements. Recorded answers disagree on job posting pricing and on whether a free post is offered. Proposed work is a fact check of both points against current primary sources, then a page brief if the owned jobs page leaves either unclear.

Snagajob

Questions This Section Answers

• What measured visibility pattern and review priority does Snagajob have in Job Posting Sites?

Snagajob recorded 202 mentions (35.69%) and 191 recommendations (33.75%) across 566 answers included in the benchmark. Top 3 placements numbered 0; first-place recommendations numbered 0. Framing among its mentions was 191 positive, 11 neutral and 0 negative.

From October 2026 to November 2026, Snagajob's mention count rose from 176 to 202, while its recommendation count rose from 167 to 191. The recommendation rate was 31.69% and 33.75% respectively.

AI answers contained 0 conflicting claims about Snagajob: 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://snagajob.com/.

Selected third-party review candidate: https://apps.apple.com/us/app/snagajob-jobs-hiring-now/id333188676.

Snagajob is recommended in most answers that name it but never appears in the top three. It is treated as a useful option for hourly and local hiring without being framed as a leading choice. Proposed work is a page brief for the owned site and a review of the cited app listing, conditional on verifying current details first.

Glassdoor

Questions This Section Answers

• What measured visibility pattern and review priority does Glassdoor have in Job Posting Sites?

Glassdoor recorded 476 mentions (84.10%) and 440 recommendations (77.74%) across 566 answers included in the benchmark. Top 3 placements numbered 178; first-place recommendations numbered 0. Framing among its mentions was 441 positive, 35 neutral and 0 negative.

From October 2026 to November 2026, Glassdoor's mention count rose from 445 to 476, while its recommendation count rose from 404 to 440. The recommendation rate was 76.66% and 77.74% respectively.

AI answers contained 0 conflicting claims about Glassdoor: 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://glassdoor.com/Job/index.htm.

Selected third-party review candidate: https://unstar.app/blog/linkedin-indeed-glassdoor-ziprecruiter-job-search-apps-ranked-2026.

Glassdoor is named in most answers and recommended in the large majority of those, with a solid share of top-three placements but no first-place ones. It is treated as a strong supporting source rather than a leading pick. Proposed work is a page brief for the owned jobs page and a review of the cited ranking article, conditional on verification.

Wellfound

Questions This Section Answers

• What measured visibility pattern and review priority does Wellfound have in Job Posting Sites?

Wellfound recorded 307 mentions (54.24%) and 294 recommendations (51.94%) across 566 answers included in the benchmark. Top 3 placements numbered 4; first-place recommendations numbered 0. Framing among its mentions was 295 positive, 12 neutral and 0 negative.

From October 2026 to November 2026, Wellfound's mention count rose from 254 to 307, while its recommendation count rose from 243 to 294. The recommendation rate was 46.11% and 51.94% respectively.

AI answers contained 2 conflicting claims about Wellfound: 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://wellfound.com/.

Selected third-party review candidate: https://instagram.com/reel/DR9MDvaAmIW/.

Wellfound is recommended in about half of the answers that name it, with almost no top placements. Recorded answers also disagree on its response and interview rates, which are the kind of figures buyers may repeat. Proposed work is a fact check of those figures against current primary sources, then a page brief for the owned site.

SimplyHired

Questions This Section Answers

• What measured visibility pattern and review priority does SimplyHired have in Job Posting Sites?

SimplyHired recorded 94 mentions (16.61%) and 73 recommendations (12.90%) across 566 answers included in the benchmark. Top 3 placements numbered 0; first-place recommendations numbered 0. Framing among its mentions was 73 positive, 21 neutral and 0 negative.

From October 2026 to November 2026, SimplyHired's mention count rose from 67 to 94, while its recommendation count rose from 54 to 73. The recommendation rate was 10.25% and 12.90% respectively.

AI answers contained 0 conflicting claims about SimplyHired: 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://simplyhired.com/.

Selected third-party review candidate: https://youtube.com/shorts/9XWDP8fcWxM.

SimplyHired has the smallest footprint in this peer set, named in a minority of answers and recommended in most of those. It is treated as a secondary option rather than a leading one. Proposed work is a page brief for the owned site and a review of the cited video source, conditional on verifying current contents before any request.

ZipRecruiter

Questions This Section Answers

• What measured visibility pattern and review priority does ZipRecruiter have in Job Posting Sites?

ZipRecruiter recorded 536 mentions (94.70%) and 507 recommendations (89.58%) across 566 answers included in the benchmark. Top 3 placements numbered 297; first-place recommendations numbered 6. Framing among its mentions was 508 positive, 27 neutral and 1 negative.

From October 2026 to November 2026, ZipRecruiter's mention count rose from 482 to 536, while its recommendation count rose from 455 to 507. The recommendation rate was 86.34% and 89.58% respectively.

AI answers contained 4 conflicting claims about ZipRecruiter: 0 critical, 1 high, 3 medium, 0 low. Of these, 1 was 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://ziprecruiter.com/job-sites.

Selected third-party review candidate: https://money.com/best-job-posting-sites-for-employers/.

ZipRecruiter is named in nearly every answer and recommended in most, with a large share of top-three placements but few first-place ones. Recorded answers disagree on its pricing model and on its response and interview rates, and one conflict was rated high priority. Proposed work is a fact check of those claims against current primary sources before any page or publisher request.

CareerBuilder

Questions This Section Answers

• What measured visibility pattern and review priority does CareerBuilder have in Job Posting Sites?

CareerBuilder recorded 146 mentions (25.80%) and 115 recommendations (20.32%) across 566 answers included in the benchmark. Top 3 placements numbered 2; first-place recommendations numbered 0. Framing among its mentions was 116 positive, 30 neutral and 0 negative.

From October 2026 to November 2026, CareerBuilder's mention count rose from 97 to 146, while its recommendation count rose from 78 to 115. The recommendation rate was 14.80% and 20.32% respectively.

AI answers contained 2 conflicting claims about CareerBuilder: 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://careerbuilder.com/.

Selected third-party review candidate: https://dexteragent.ai/companies/careerbuilder-1771605043.

CareerBuilder has grown its recorded presence and is recommended in most answers that name it, though it rarely reaches the top three. Recorded answers disagree about merger timing and ownership, which are exactly the facts a buyer might repeat. Proposed work is a fact check of those claims against current primary sources, then a page brief for the owned site.

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 Job Posting Sites?

Build a scorecard that records, for each company, its mentions, recommendations, top placements and first-place placements as separate measures, with the sample month attached. Note the answer count and services covered for each month so future comparisons carry the same caveat. Assign an owner and a review status to every record so the baseline can be audited later.

Step 2. Verify disputed facts

Questions This Section Answers

• What should the agency deliver when it works to verify disputed facts for Job Posting Sites?

AI answers contained 11 conflicting claims across 5 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 one rated high priority and then the medium ones. For each, confirm the entity, the date and the primary source before deciding whether a correction is warranted. Keep uncertain company matches out of the queue, and record no-change decisions as clearly as confirmed ones.

Step 3. Review owned pages

Questions This Section Answers

• What should the agency deliver when it works to review owned pages for Job Posting Sites?

Turn the supplied owned-page candidates into briefs that state what each page should make unambiguous for a buyer: pricing, free allowances, response and interview rates where relevant. Verify current page contents and company facts before proposing edits. Each brief should name the evidence required and the owner who signs off.

Step 4. Review third-party sources

Questions This Section Answers

• What should the agency deliver when it works to review third-party sources for Job Posting Sites?

Prepare source-review packages for the cited publishers, prioritising those that appear across several companies. Confirm what each page currently says before drafting any request, and treat citation as a reason to look rather than proof of influence. Log requests and responses separately from confirmed edits.

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 Job Posting Sites?

Draft buyer-question content from the questions actually observed, covering the comparisons and pricing points where answers diverge. Then run a fresh scorecard on a new sample and report delivered work separately from answer outcomes, with the comparability limit stated alongside any movement.

Third-party authority and citation opportunities

Questions This Section Answers

• Which cited publisher pages support targeted source review in Job Posting Sites?

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 mixes broad roundups, video and app listings, and single-company pages. The roundups covering several companies are the natural first reviews because one verified page can affect how several sites are described. The video and social sources are worth checking for accuracy but are harder to amend.

Citation counts show how often a page appeared in captured answers, not that it shaped them. Before any request, confirm what the page currently says and whether the disputed claim originates there. Prioritise pages where a verified inaccuracy is found, and leave the rest as monitoring targets.

What we'd prioritize first

Start with the fact dependencies, because several companies have recorded conflicts touching pricing, free allowances and ownership that a buyer could repeat. ZipRecruiter's high-priority conflict and the pricing disagreements around Indeed and LinkedIn come first, with CareerBuilder's merger facts close behind.

In parallel, brief the owned pages for the companies with strong recommendation reach but weak placement, since that is where framing work has the clearest target. Publisher reviews follow only where verification finds a genuine inaccuracy. A fresh scorecard closes the period, reported separately from the work delivered.

Methodology and conclusion

Questions This Section Answers

• What do the Job Posting Sites 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 566 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 5122 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:

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 AI answers worded their coverage in the selected samples, not customer satisfaction or market share. A recommendation requires both an endorsement and positive wording, and top placements sit inside recommendations rather than adding to them. Because answers can name several companies, counts cannot be summed into a total number of answers.

The months were sampled separately, so movement between them shows what changed in the record, not why. Proposed next steps are a baseline scorecard, verified fact checks before any correction, page and publisher briefs, buyer-question content, and a fresh sample reported alongside the work completed.