{ "source": "Cooked Index — occupational AI risk register", "page": "https://cookedindex.com/jobs/public-relations-specialists/", "methodology": "https://cookedindex.com/methodology", "notice": "Verdicts are re-examined as evidence accumulates. Re-fetch before relying on this; the page above always carries the current score.", "scored_at": "2026-08-11", "model": "claude-opus-5", "occupation": { "title": "Public Relations Specialists", "soc_code": "27-3031", "category": "Media", "us_employment": 283380, "median_annual_wage": 74750 }, "verdict": "EXPOSED", "risk_resistance": 34, "contested": true, "near_boundary": true, "dimensions": { "task_resistance": 7, "embodiment": 5, "liability_shield": 1, "trust_premium": 11, "judgment_accountability": 10 }, "reasoning": { "task_resistance": "A 7 rather than a 4 reflects that pitching a specific reporter at a specific outlet, staffing a press event, and negotiating an embargo still require someone who knows that beat's deadlines and grudges — but the press release, media advisory, FAQ doc, award submission and monthly coverage report that fill most timesheets are generated in one prompt, so the majority of billable hours sit on the automatable side of the line.", "embodiment": "The 5 comes from the periodic physical shifts — running a press conference, escorting camera crews on site tours, working a trade show booth or a product launch — which are real days out of the office but a minority of them; the drafting, monitoring and pitching that define the job happen entirely on a laptop.", "liability_shield": "There is no licence to practise PR: APR accreditation from PRSA is voluntary and almost never a hiring requirement, and when a statement misleads investors or a customer it is the company, its general counsel and Reg FD or FTC endorsement rules that absorb the consequence, not the specialist who wrote the sentence.", "trust_premium": "An 11 credits the fact that a beat reporter takes the call because of who is calling, and that book of contacts moves with the person — but most PR output reaches its audience as unattributed corporate copy, brand-name press releases and social posts nobody associates with an individual, so the relationship is an asset in part of the job rather than the product itself.", "judgment_accountability": "A 10 acknowledges the genuine discretion in a crisis window — deciding what to confirm, when to correct, whether to go on record before facts settle — but on ordinary days the specialist works inside an approved messaging framework and a legal review queue where the consequential calls are escalated to comms leadership or counsel." }, "rationale": "The bulk of the modal PR specialist's day — drafting press releases, boilerplate, media lists, pitch emails, social copy, newsletters, clip reports and coverage summaries — is exactly what current language models do at usable quality and near-zero marginal cost. What survives is the part that isn't text production: the actual relationships with named reporters, on-the-record accountability, and crisis calls made in hours with incomplete facts. This title bundles two tiers, and the junior content-mill tier is where the employment sits.", "outlook": "Headcount in content-production PR roles shrinks noticeably over ten years while crisis, executive counsel and genuine media-relationship roles hold value and consolidate into fewer, more senior seats.", "what_would_raise_it": { "levers": [ { "dimension": "task_resistance", "change": "If the routine content tier (releases, media lists, clip reports, social copy) is fully absorbed by in-house LLM tooling, the surviving role is crisis sequencing, reporter negotiation, and on-record spokesperson work — tasks that require being a named, reachable human. This is task-mix shift, not new capability resistance: headcount falls while the per-survivor score rises.", "plausibility": "already happening", "would_add": 5 }, { "dimension": "task_resistance", "change": "If SEC/FTC enforcement and plaintiff discovery increasingly treat public statements as evidence (as in securities-fraud suits over corporate ESG and AI-capability claims), pre-release message vetting against legal exposure becomes a documented review step AI output cannot terminate.", "plausibility": "plausible", "would_add": 3 }, { "dimension": "trust_premium", "change": "If major outlets and platforms adopt enforced verified-human-sender rules for pitches — e.g. newsroom policies rejecting AI-generated outreach, or Muck Rack/Cision requiring verified human accreditation for database access — buyers pay specifically for a named human with standing relationships.", "plausibility": "plausible", "would_add": 4 }, { "dimension": "trust_premium", "change": "If AI-disclosure norms harden (FTC endorsement guides, state synthetic-media laws) so that undisclosed AI-drafted statements become a reputational liability, clients contract for human-authored-and-attested communications.", "plausibility": "plausible", "would_add": 2 }, { "dimension": "judgment_accountability", "change": "If crisis retainers formalize a named accountable lead — the person who authorizes disclosure timing during a breach or recall under state breach-notification deadlines and testifies to that call — the role owns consequential ambiguous decisions explicitly rather than by custom.", "plausibility": "plausible", "would_add": 3 }, { "dimension": "liability_shield", "change": "Weak route only: IABC/PRSA accreditation (APR) is voluntary and unlicensed, and no US jurisdiction licenses PR practice. The nearest real mechanism is lobbying-adjacent registration (LDA, state lobbying boards) where a named registrant signs filings under penalty — this covers only public-affairs subspecialists, not the modal PR specialist.", "plausibility": "unlikely", "would_add": 1 } ], "ceiling_note": "No licensure exists or is being seriously proposed, so liability_shield is effectively capped near zero. The trust premium attaches to specific named individuals with reporter relationships, not to the occupation; it cannot lift the junior content tier where most of the 283k jobs sit. Realistic ceiling is roughly 45-50, reached by shrinking the occupation rather than protecting it." }, "adjudication": { "method": "two independent runs disagreed; merge is rounding-dependent", "outcome": "unresolved — published score left unchanged", "run_totals": [ 34, 31 ], "run_verdicts": [ "EXPOSED", "COOKED" ] }, "employment_history": { "points": [ { "y": 2017, "emp": 233730, "wage": 59300 }, { "y": 2018, "emp": 239030, "wage": 60000 }, { "y": 2019, "emp": 244730, "wage": 61150 }, { "y": 2020, "emp": 244550, "wage": 62810 }, { "y": 2021, "emp": 242710, "wage": 62800 }, { "y": 2022, "emp": 264750, "wage": 67440 }, { "y": 2023, "emp": 275550, "wage": 66750 }, { "y": 2024, "emp": 280590, "wage": 69780 }, { "y": 2025, "emp": 283380, "wage": 74750 } ], "from": 2017, "to": 2025, "change_pct": 21.2, "comparable_from": 2019, "spans_soc_revision": true }, "pivots": [ { "slug": "fundraising-managers", "title": "Fundraising Managers", "verdict": "EXPOSED", "risk_resistance": 49, "median_wage": 125470, "overlap": 80, "skills_to_close": [ "Management of Financial Resources", "Mathematics", "Management of Material Resources", "Management of Personnel Resources" ] }, { "slug": "producers-and-directors", "title": "Producers and Directors", "verdict": "EXPOSED", "risk_resistance": 55, "median_wage": 90360, "overlap": 76, "skills_to_close": [ "Operation and Control", "Quality Control Analysis", "Monitoring", "Management of Material Resources" ] }, { "slug": "sales-managers", "title": "Sales Managers", "verdict": "EXPOSED", "risk_resistance": 47, "median_wage": 148270, "overlap": 75, "skills_to_close": [ "Management of Personnel Resources", "Management of Financial Resources", "Management of Material Resources", "Mathematics" ] } ], "license": "https://cookedindex.com/terms" }