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80 changes: 17 additions & 63 deletions docs/seo/links-audit-20260528.md
Original file line number Diff line number Diff line change
Expand Up @@ -6,75 +6,29 @@ Generated by `scripts/audit_blog_links.py`. One-shot snapshot.

- Articles audited: 104
- Links checked: 10128 (8500 internal, 1628 external)
- Internal broken: 60 (6 distinct dead slugs)
- Internal broken: 0 (0 distinct dead slugs)
- Internal resolved via redirect: 60 (6 distinct slugs, not broken)
- External broken: 100
- External flaky (informational): 1214
- Multilingual mismatches: 0

## Internal broken links with redirect proposals

| From article | Lang | Broken link | Dead slug | Proposal | Confidence |
|---|---|---|---|---|---|
| can-personality-be-changed-coaching-therapy-evidence | en | `/blog/personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | `personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | personality-and-motivation-what-drives-each-big-five-profile | 1.0 |
| can-personality-be-changed-coaching-therapy-evidence | ca | `/blog/personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | `personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | personality-and-motivation-what-drives-each-big-five-profile | 1.0 |
| can-personality-be-changed-coaching-therapy-evidence | es | `/blog/personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | `personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | personality-and-motivation-what-drives-each-big-five-profile | 1.0 |
| can-personality-be-changed-coaching-therapy-evidence | fr | `/blog/personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | `personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | personality-and-motivation-what-drives-each-big-five-profile | 1.0 |
| can-personality-be-changed-coaching-therapy-evidence | de | `/blog/personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | `personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | personality-and-motivation-what-drives-each-big-five-profile | 1.0 |
| can-personality-be-changed-coaching-therapy-evidence | da | `/blog/personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | `personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | personality-and-motivation-what-drives-each-big-five-profile | 1.0 |
| do-personality-traits-change-over-a-lifetime | en | `/blog/personality-and-career-choice-what-big-five-predicts-what-big-five-predicts` | `personality-and-career-choice-what-big-five-predicts-what-big-five-predicts` | personality-and-career-choice-what-big-five-predicts | 1.0 |
| do-personality-traits-change-over-a-lifetime | ca | `/blog/personality-and-career-choice-what-big-five-predicts-what-big-five-predicts` | `personality-and-career-choice-what-big-five-predicts-what-big-five-predicts` | personality-and-career-choice-what-big-five-predicts | 1.0 |
| do-personality-traits-change-over-a-lifetime | es | `/blog/personality-and-career-choice-what-big-five-predicts-what-big-five-predicts` | `personality-and-career-choice-what-big-five-predicts-what-big-five-predicts` | personality-and-career-choice-what-big-five-predicts | 1.0 |
| do-personality-traits-change-over-a-lifetime | fr | `/blog/personality-and-career-choice-what-big-five-predicts-what-big-five-predicts` | `personality-and-career-choice-what-big-five-predicts-what-big-five-predicts` | personality-and-career-choice-what-big-five-predicts | 1.0 |
| do-personality-traits-change-over-a-lifetime | de | `/blog/personality-and-career-choice-what-big-five-predicts-what-big-five-predicts` | `personality-and-career-choice-what-big-five-predicts-what-big-five-predicts` | personality-and-career-choice-what-big-five-predicts | 1.0 |
| do-personality-traits-change-over-a-lifetime | da | `/blog/personality-and-career-choice-what-big-five-predicts-what-big-five-predicts` | `personality-and-career-choice-what-big-five-predicts-what-big-five-predicts` | personality-and-career-choice-what-big-five-predicts | 1.0 |
| how-to-design-meetings-for-all-personality-types | en | `/blog/introverts-in-extrovert-workplaces-what-research-says-what-research-says` | `introverts-in-extrovert-workplaces-what-research-says-what-research-says` | introverts-in-extrovert-workplaces-what-research-says | 1.0 |
| how-to-design-meetings-for-all-personality-types | ca | `/blog/introverts-in-extrovert-workplaces-what-research-says-what-research-says` | `introverts-in-extrovert-workplaces-what-research-says-what-research-says` | introverts-in-extrovert-workplaces-what-research-says | 1.0 |
| how-to-design-meetings-for-all-personality-types | es | `/blog/introverts-in-extrovert-workplaces-what-research-says-what-research-says` | `introverts-in-extrovert-workplaces-what-research-says-what-research-says` | introverts-in-extrovert-workplaces-what-research-says | 1.0 |
| how-to-design-meetings-for-all-personality-types | fr | `/blog/introverts-in-extrovert-workplaces-what-research-says-what-research-says` | `introverts-in-extrovert-workplaces-what-research-says-what-research-says` | introverts-in-extrovert-workplaces-what-research-says | 1.0 |
| how-to-design-meetings-for-all-personality-types | de | `/blog/introverts-in-extrovert-workplaces-what-research-says-what-research-says` | `introverts-in-extrovert-workplaces-what-research-says-what-research-says` | introverts-in-extrovert-workplaces-what-research-says | 1.0 |
| how-to-design-meetings-for-all-personality-types | da | `/blog/introverts-in-extrovert-workplaces-what-research-says-what-research-says` | `introverts-in-extrovert-workplaces-what-research-says-what-research-says` | introverts-in-extrovert-workplaces-what-research-says | 1.0 |
| mbti-vs-big-five-which-should-your-team-use | en | `/blog/forced-choice-personality-assessment-more-honest-data-more-honest-data` | `forced-choice-personality-assessment-more-honest-data-more-honest-data` | forced-choice-personality-assessment-more-honest-data | 1.0 |
| mbti-vs-big-five-which-should-your-team-use | ca | `/blog/forced-choice-personality-assessment-more-honest-data-more-honest-data` | `forced-choice-personality-assessment-more-honest-data-more-honest-data` | forced-choice-personality-assessment-more-honest-data | 1.0 |
| mbti-vs-big-five-which-should-your-team-use | es | `/blog/forced-choice-personality-assessment-more-honest-data-more-honest-data` | `forced-choice-personality-assessment-more-honest-data-more-honest-data` | forced-choice-personality-assessment-more-honest-data | 1.0 |
| mbti-vs-big-five-which-should-your-team-use | fr | `/blog/forced-choice-personality-assessment-more-honest-data-more-honest-data` | `forced-choice-personality-assessment-more-honest-data-more-honest-data` | forced-choice-personality-assessment-more-honest-data | 1.0 |
| mbti-vs-big-five-which-should-your-team-use | de | `/blog/forced-choice-personality-assessment-more-honest-data-more-honest-data` | `forced-choice-personality-assessment-more-honest-data-more-honest-data` | forced-choice-personality-assessment-more-honest-data | 1.0 |
| mbti-vs-big-five-which-should-your-team-use | da | `/blog/forced-choice-personality-assessment-more-honest-data-more-honest-data` | `forced-choice-personality-assessment-more-honest-data-more-honest-data` | forced-choice-personality-assessment-more-honest-data | 1.0 |
| neurodiversity-and-personality-tests-what-to-know | en | `/blog/personality-testing-in-hiring-ethics-and-best-practices` | `personality-testing-in-hiring-ethics-and-best-practices` | personality-testing-in-hiring-what-is-legal-what-is-ethical | 0.63 |
| neurodiversity-and-personality-tests-what-to-know | ca | `/blog/personality-testing-in-hiring-ethics-and-best-practices` | `personality-testing-in-hiring-ethics-and-best-practices` | personality-testing-in-hiring-what-is-legal-what-is-ethical | 0.63 |
| neurodiversity-and-personality-tests-what-to-know | es | `/blog/personality-testing-in-hiring-ethics-and-best-practices` | `personality-testing-in-hiring-ethics-and-best-practices` | personality-testing-in-hiring-what-is-legal-what-is-ethical | 0.63 |
| neurodiversity-and-personality-tests-what-to-know | fr | `/blog/personality-testing-in-hiring-ethics-and-best-practices` | `personality-testing-in-hiring-ethics-and-best-practices` | personality-testing-in-hiring-what-is-legal-what-is-ethical | 0.63 |
| neurodiversity-and-personality-tests-what-to-know | de | `/blog/personality-testing-in-hiring-ethics-and-best-practices` | `personality-testing-in-hiring-ethics-and-best-practices` | personality-testing-in-hiring-what-is-legal-what-is-ethical | 0.63 |
| neurodiversity-and-personality-tests-what-to-know | da | `/blog/personality-testing-in-hiring-ethics-and-best-practices` | `personality-testing-in-hiring-ethics-and-best-practices` | personality-testing-in-hiring-what-is-legal-what-is-ethical | 0.63 |
| personality-and-career-choice-what-big-five-predicts | en | `/blog/personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | `personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | personality-and-motivation-what-drives-each-big-five-profile | 1.0 |
| personality-and-career-choice-what-big-five-predicts | ca | `/blog/personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | `personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | personality-and-motivation-what-drives-each-big-five-profile | 1.0 |
| personality-and-career-choice-what-big-five-predicts | es | `/blog/personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | `personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | personality-and-motivation-what-drives-each-big-five-profile | 1.0 |
| personality-and-career-choice-what-big-five-predicts | fr | `/blog/personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | `personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | personality-and-motivation-what-drives-each-big-five-profile | 1.0 |
| personality-and-career-choice-what-big-five-predicts | de | `/blog/personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | `personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | personality-and-motivation-what-drives-each-big-five-profile | 1.0 |
| personality-and-career-choice-what-big-five-predicts | da | `/blog/personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | `personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | personality-and-motivation-what-drives-each-big-five-profile | 1.0 |
| personality-and-job-fit-how-to-think-about-person-environment-fit | en | `/blog/personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | `personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | personality-and-motivation-what-drives-each-big-five-profile | 1.0 |
| personality-and-job-fit-how-to-think-about-person-environment-fit | ca | `/blog/personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | `personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | personality-and-motivation-what-drives-each-big-five-profile | 1.0 |
| personality-and-job-fit-how-to-think-about-person-environment-fit | es | `/blog/personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | `personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | personality-and-motivation-what-drives-each-big-five-profile | 1.0 |
| personality-and-job-fit-how-to-think-about-person-environment-fit | fr | `/blog/personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | `personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | personality-and-motivation-what-drives-each-big-five-profile | 1.0 |
| personality-and-job-fit-how-to-think-about-person-environment-fit | de | `/blog/personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | `personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | personality-and-motivation-what-drives-each-big-five-profile | 1.0 |
| personality-and-job-fit-how-to-think-about-person-environment-fit | da | `/blog/personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | `personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | personality-and-motivation-what-drives-each-big-five-profile | 1.0 |
| personality-coaching-using-big-five-as-development-tool | en | `/blog/personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | `personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | personality-and-motivation-what-drives-each-big-five-profile | 1.0 |
| personality-coaching-using-big-five-as-development-tool | ca | `/blog/personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | `personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | personality-and-motivation-what-drives-each-big-five-profile | 1.0 |
| personality-coaching-using-big-five-as-development-tool | es | `/blog/personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | `personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | personality-and-motivation-what-drives-each-big-five-profile | 1.0 |
| personality-coaching-using-big-five-as-development-tool | fr | `/blog/personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | `personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | personality-and-motivation-what-drives-each-big-five-profile | 1.0 |
| personality-coaching-using-big-five-as-development-tool | de | `/blog/personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | `personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | personality-and-motivation-what-drives-each-big-five-profile | 1.0 |
| personality-coaching-using-big-five-as-development-tool | da | `/blog/personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | `personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | personality-and-motivation-what-drives-each-big-five-profile | 1.0 |
| why-meetings-drain-some-people-more-than-others-neuroscience | en | `/blog/introverts-in-extrovert-workplaces-what-research-says-what-research-says` | `introverts-in-extrovert-workplaces-what-research-says-what-research-says` | introverts-in-extrovert-workplaces-what-research-says | 1.0 |
| why-meetings-drain-some-people-more-than-others-neuroscience | en | `/blog/what-is-extraversion-beyond-the-introvert-extrovert-binary-beyond-the-introvert-extrovert-binary` | `what-is-extraversion-beyond-the-introvert-extrovert-binary-beyond-the-introvert-extrovert-binary` | what-is-extraversion-beyond-the-introvert-extrovert-binary | 1.0 |
| why-meetings-drain-some-people-more-than-others-neuroscience | ca | `/blog/introverts-in-extrovert-workplaces-what-research-says-what-research-says` | `introverts-in-extrovert-workplaces-what-research-says-what-research-says` | introverts-in-extrovert-workplaces-what-research-says | 1.0 |
| why-meetings-drain-some-people-more-than-others-neuroscience | ca | `/blog/what-is-extraversion-beyond-the-introvert-extrovert-binary-beyond-the-introvert-extrovert-binary` | `what-is-extraversion-beyond-the-introvert-extrovert-binary-beyond-the-introvert-extrovert-binary` | what-is-extraversion-beyond-the-introvert-extrovert-binary | 1.0 |
| why-meetings-drain-some-people-more-than-others-neuroscience | es | `/blog/introverts-in-extrovert-workplaces-what-research-says-what-research-says` | `introverts-in-extrovert-workplaces-what-research-says-what-research-says` | introverts-in-extrovert-workplaces-what-research-says | 1.0 |
| why-meetings-drain-some-people-more-than-others-neuroscience | es | `/blog/what-is-extraversion-beyond-the-introvert-extrovert-binary-beyond-the-introvert-extrovert-binary` | `what-is-extraversion-beyond-the-introvert-extrovert-binary-beyond-the-introvert-extrovert-binary` | what-is-extraversion-beyond-the-introvert-extrovert-binary | 1.0 |
| why-meetings-drain-some-people-more-than-others-neuroscience | fr | `/blog/introverts-in-extrovert-workplaces-what-research-says-what-research-says` | `introverts-in-extrovert-workplaces-what-research-says-what-research-says` | introverts-in-extrovert-workplaces-what-research-says | 1.0 |
| why-meetings-drain-some-people-more-than-others-neuroscience | fr | `/blog/what-is-extraversion-beyond-the-introvert-extrovert-binary-beyond-the-introvert-extrovert-binary` | `what-is-extraversion-beyond-the-introvert-extrovert-binary-beyond-the-introvert-extrovert-binary` | what-is-extraversion-beyond-the-introvert-extrovert-binary | 1.0 |
| why-meetings-drain-some-people-more-than-others-neuroscience | de | `/blog/introverts-in-extrovert-workplaces-what-research-says-what-research-says` | `introverts-in-extrovert-workplaces-what-research-says-what-research-says` | introverts-in-extrovert-workplaces-what-research-says | 1.0 |
| why-meetings-drain-some-people-more-than-others-neuroscience | de | `/blog/what-is-extraversion-beyond-the-introvert-extrovert-binary-beyond-the-introvert-extrovert-binary` | `what-is-extraversion-beyond-the-introvert-extrovert-binary-beyond-the-introvert-extrovert-binary` | what-is-extraversion-beyond-the-introvert-extrovert-binary | 1.0 |
| why-meetings-drain-some-people-more-than-others-neuroscience | da | `/blog/introverts-in-extrovert-workplaces-what-research-says-what-research-says` | `introverts-in-extrovert-workplaces-what-research-says-what-research-says` | introverts-in-extrovert-workplaces-what-research-says | 1.0 |
| why-meetings-drain-some-people-more-than-others-neuroscience | da | `/blog/what-is-extraversion-beyond-the-introvert-extrovert-binary-beyond-the-introvert-extrovert-binary` | `what-is-extraversion-beyond-the-introvert-extrovert-binary-beyond-the-introvert-extrovert-binary` | what-is-extraversion-beyond-the-introvert-extrovert-binary | 1.0 |
None.

## Internal links resolved via redirect

Targets not in the live slug set that 308 to a live successor
via blog_slug_redirects. These are NOT broken.

| Dead slug | Instances |
|---|---|
| `forced-choice-personality-assessment-more-honest-data-more-honest-data` | 6 |
| `introverts-in-extrovert-workplaces-what-research-says-what-research-says` | 12 |
| `personality-and-career-choice-what-big-five-predicts-what-big-five-predicts` | 6 |
| `personality-and-motivation-what-drives-each-big-five-profile-what-drives-each-big-five-profile` | 24 |
| `personality-testing-in-hiring-ethics-and-best-practices` | 6 |
| `what-is-extraversion-beyond-the-introvert-extrovert-binary-beyond-the-introvert-extrovert-binary` | 6 |

## External broken links

Expand Down
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