TV Shows & Streaming Database — Deep Research Brief, Part 10: Editorial, News, SEO, and Content Strategy
107 preserved extracts. Research planning document; requested work is not evidence that the work was completed.
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TV Shows & Streaming Database — Deep Research Brief, Part 10: Editorial, News, SEO, and Content Strategy
Research window: January 1, 2019 – September 15, 2026 (with emphasis on the last 24 months). State the research date on every deliverable and the access date for every tool export.
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TV Shows & Streaming Database — Deep Research Brief, Part 10: Editorial, News, SEO, and Content Strategy
Conduct exhaustive research on search demand, competitive ranking, editorial workflows, and distribution channels for TV and streaming content, including how Google's AI features and spam policies have changed entertainment traffic. The goal is to give the website a defensible SEO architecture for millions of database pages, a news and editorial operation with verification rules, a 12-month editorial calendar, a prioritized 100-post backlog, and distribution plans for newsletters, social, video, and AI answer engines, without producing low-value mass-generated pages.
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1. How to research this part
Treat all named sites, traffic figures, ranking positions, and policy dates as leads to verify. Search tool numbers (Semrush, Ahrefs, Similarweb, Google Keyword Planner, Google Trends, Glimpse, Exploding Topics) are estimates; record tool, database (country), and export date.
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1. How to research this part
Minimum record counts: at least 1,500 keywords across 12 query types and 5 countries (U.S., UK, Canada, Australia, India); at least 300 SERP snapshots; at least 50 competitor domain records; at least 150 dated calendar events for the 12-month calendar; exactly 100 backlog items.
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1. How to research this part
Prefer: Google Search Central documentation and blog, Google Search Status Dashboard, Search Quality Rater Guidelines (current version), official platform press sites, trade outlets, and first-party Search Console data from comparable publishers where shared publicly.
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1. How to research this part
Capture SERPs with date, location, device, and logged-out state; note AI Overview presence.
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1. How to research this part
Do not recommend buying links, parasite SEO, expired-domain abuse, auto-generated thin pages, or rewriting competitors' articles.
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2.1 Query types to cluster
Where to watch: "where to watch [show]," "is [show] on Netflix," "[show] streaming."
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2.1 Query types to cluster
Release date: "[show] season 3 release date," "[show] episode 5 release time."
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2.1 Query types to cluster
Renewal status: "is [show] renewed," "[show] cancelled," "[show] season 2."
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2.1 Query types to cluster
Cast: "[show] cast," "who plays [character] in [show]," "[actor] movies and tv shows."
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2.1 Query types to cluster
Episode data: "[show] episode count," "how many episodes of [show] season 2," "[show] runtime."
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2.1 Query types to cluster
Similar shows: "shows like [show]," "anime like [anime]."
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2.1 Query types to cluster
Explainers: "[show] ending explained," "[show] season 2 recap," "is [show] based on a true story."
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2.1 Query types to cluster
Platform lists: "new on Netflix this week," "leaving Hulu this month," "best shows on Apple TV."
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2.1 Query types to cluster
Charts: "Netflix top 10," "most watched shows."
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2.1 Query types to cluster
Parental: "[show] parents guide," "is [show] ok for kids," "[show] age rating."
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2.1 Query types to cluster
Filming and trivia: "where was [show] filmed," "[show] filming locations."
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2.1 Query types to cluster
Service decisions: "HBO Max price," "Peacock vs Paramount+," "cheapest way to watch [sport/show]."
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2.2 Method
For each type, pick a seed set of 40 shows spanning tiers: global hits (for example, Stranger Things final season (verify timing), Wednesday, Squid Game, The Last of Us, The White Lotus, Severance, The Pitt (verify)), mid-tier, library evergreen (The Office, Friends, Grey's Anatomy), anime (One Piece, Jujutsu Kaisen), K-dramas, reality (Love Is Blind), and kids (Bluey).
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2.2 Method
Keyword clustering: group by SERP overlap (shared URLs in top 10 at 40%+ overlap), not by string similarity. Document the clustering tool or script used.
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2.2 Method
Record: volume by country, keyword difficulty, SERP features (AI Overview, knowledge panel, Top Stories, People Also Ask, video carousel, "Watch" or "Where to watch" panel), intent, and seasonality curve.
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2.2 Method
Worked example: cluster "severance season 3 release date," "when does severance come back," "severance season 3" and check whether one URL can rank for all; note demand spikes after renewal announcements and trailer drops.
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2.2 Method
Produce: keyword universe spreadsheet, cluster map, and demand-decay curves (how fast "[show] season N release date" demand falls after premiere).
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3. Who ranks now
Record top-10 domains per query type in the U.S. and UK. Expected leads (verify each): IMDb, JustWatch, Reelgood, Rotten Tomatoes, Wikipedia, Fandom, Netflix/Tudum, What's on Netflix, Decider, Collider, Screen Rant, Game Rant, CBR, Radio Times, Digital Spy, TVLine, Deadline, Variety, The Hollywood Reporter, Parade, Men's Health and other lifestyle publishers, Common Sense Media, Parents Guide sections, Reddit, YouTube, TV Guide, Tom's Guide, Forbes, Cinemablend, Distractify, Sportskeeda, Dexerto, Pinkvilla (India), MyDramaList, MyAnimeList, Crunchyroll News.
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3. Who ranks now
For each domain: which clusters it wins, estimated organic traffic trend 2022–2026, visibility changes around core updates (for example, September 2023 helpful content update, March 2024 core update, and subsequent updates (verify dates)), and whether it uses programmatic or editorial pages.
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3. Who ranks now
Research the rise of Reddit in Google results since 2023 and its effect on "shows like X" and recommendation queries (verify).
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3. Who ranks now
Research how Google's own "where to watch" features (entity panels with watch options powered by partners) reduce clicks to aggregators (verify current state).
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4. AI Overviews, AI Mode, and click loss
Research Google AI Overviews rollout (U.S. May 2024, broader 2024–2025) and AI Mode (U.S. 2025, expansions) (verify dates and markets).
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4. AI Overviews, AI Mode, and click loss
Measure: share of TV query types showing AI Overviews in a sample of 300 queries; which types are most exposed (factual: cast, episode count, release date) vs. least exposed (fresh news, lists, opinions).
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4. AI Overviews, AI Mode, and click loss
Collect third-party click-through studies (Ahrefs, Seer Interactive, Pew Research Center 2025 study, Similarweb zero-click reports, Authoritas) and publisher complaints (Penske Media lawsuit against Google (verify), UK CMA and EU complaints (verify)).
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4. AI Overviews, AI Mode, and click loss
Record which sources AI Overviews cite for TV queries and whether database sites or news sites are cited more.
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4. AI Overviews, AI Mode, and click loss
Produce: exposure score per query type and a traffic forecast that discounts exposed query types by a stated range.
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5. Spam policies and programmatic page quality
Google spam policies (March 2024): scaled content abuse, site reputation abuse (enforcement clarifications November 2024 (verify)), expired domain abuse. Research manual actions against publishers hosting third-party coupon or product content and entertainment implications (verify cases).
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5. Spam policies and programmatic page quality
Search Quality Rater Guidelines: E-E-A-T, "lowest quality" for mass-generated content, AI-generated content guidance (January 2025 update (verify)).
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5. Spam policies and programmatic page quality
Define page quality thresholds for programmatic pages:
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5. Spam policies and programmatic page quality
Show page: indexable if it has original synopsis or verified structured facts plus at least one unique module (where to watch with last-verified date, episode ratings heatmap, renewal status with source).
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5. Spam policies and programmatic page quality
Season page: indexable if season has at least N episodes with titles and dates plus unique data.
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5. Spam policies and programmatic page quality
Episode page: indexable only if it has an original summary or community ratings above a vote threshold, or demand evidence; otherwise noindex and roll up to season page.
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5. Spam policies and programmatic page quality
Person page: indexable if the person has at least M credits and a verified photo or bio; otherwise noindex.
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5. Spam policies and programmatic page quality
Country-variant "where to watch" pages: one canonical URL with hreflang only if content materially differs by country.
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5. Spam policies and programmatic page quality
Indexation strategy for millions of URLs: XML sitemap segmentation by entity type and update freshness; crawl budget monitoring via Search Console crawl stats; internal linking depth; faceted filter URLs blocked; soft-404 handling for empty availability pages.
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5. Spam policies and programmatic page quality
Worked example: 60,000 shows, 400,000 seasons, 3 million episodes, 2 million people. Launch with roughly 60,000 show pages indexable, season pages for top 20,000 shows, episode pages for top 2,000 shows, person pages above threshold; expand as quality signals appear.
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5. Spam policies and programmatic page quality
Research case studies of programmatic entertainment sites that lost traffic in 2023–2025 updates (verify names) and those that held (IMDb, JustWatch).
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6. Structured data, Discover, and Google News
schema.org: TVSeries, TVSeason, TVEpisode, Person, PerformanceRole, Organization, BreadcrumbList, VideoObject, NewsArticle, ItemList, FAQPage (note Google restricted FAQ rich results in 2023 (verify)), Review (self-serving review restrictions (verify)).
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6. Structured data, Discover, and Google News
Research which TV rich results Google currently supports and deprecations (for example, simplification of search results removing some structured-data features in 2025 (verify)).
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6. Structured data, Discover, and Google News
Google Discover: image requirements (1200px wide, max-image-preview:large), freshness, clickbait policies, Discover traffic volatility for entertainment publishers.
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6. Structured data, Discover, and Google News
Google News: no application process since 2021 or later (verify), Publisher Center changes, news sitemaps, byline and author pages, transparency pages.
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6. Structured data, Discover, and Google News
Produce: JSON-LD templates per page type and a validation checklist.
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7.1 Renewal and cancellation tracker
Status values: Renewed (official), Renewed (reported), Cancelled (official), Cancelled (reported), Ending (final season announced), On the bubble, Pending, Revived, Moved to another platform.
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7.1 Renewal and cancellation tracker
Verification rule: "official" requires a network/platform press release, official social post, or on-the-record statement; "reported" requires one of Deadline, Variety, THR, TVLine, or equivalent national trade, labeled with outlet and date. Never label official from a single anonymous-source report.
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7.1 Renewal and cancellation tracker
Track status flips and time between report and confirmation. Case studies (verify): shows cancelled after being renewed; shows revived by other platforms (for example, Lucifer, Manifest, Brooklyn Nine-Nine); Netflix cancellations after one season.
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7.1 Renewal and cancellation tracker
Schema: showid, status, statustype (official/reported), sourceurl, outlet, publishedat, capturedat, editorid, notes.
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7.2 Release calendar sourcing
Sources: platform press sites (Netflix Tudum and press, Disney press, Warner Bros. Discovery press, NBCUniversal Media Village, Paramount press, Apple TV press), network schedules, Crunchyroll season lineups, BBC and ITV press centres, Korean network schedules.
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7.2 Release calendar sourcing
Rules: date confidence (exact date and time, date only, month, season, year, TBA); time zone of release (Netflix typically 12 a.m. PT (verify)); record changes and the reason.
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7.2 Release calendar sourcing
Research how often announced dates move (sample 200 announcements 2023–2025, including strike delays).
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7.3 Weekly "new on" and "leaving" lists
Sources: platform monthly press releases, in-app "leaving soon" rows, licensed availability data. Research reliability of "leaving" data and the frequency of last-minute extensions.
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7.3 Weekly "new on" and "leaving" lists
Country-specific lists (U.S., UK, Canada, Australia, India). Label data as of a date.
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8. Awards coverage calendar
Events to calendar with typical months (verify each year): Golden Globes (January), Critics Choice (January), Actor Awards (formerly SAG Awards; verify renaming and date), Producers/Directors/Writers Guild awards, BAFTA TV (May), Peabody (spring), Crunchyroll Anime Awards (spring), Baeksang Arts Awards (spring), Daytime Emmys, Emmy nominations (July), Creative Arts Emmys and Primetime Emmys (September; 78th held September 14, 2026 (verify)), International Emmys (November), Gotham TV Awards, Independent Spirit TV, TCA Awards.
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8. Awards coverage calendar
Content formats: predictions, nominations snubs and surprises, where to stream nominees, winners list, history databases.
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8. Awards coverage calendar
Produce: awards content kit with templates and timing (T-30 predictions, T-0 live winners, T+1 where to watch winners).
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9. Recaps, explainers, and spoiler-safe titles
Title rules: no spoilers in title tags, H1, URL slugs, Discover images, or push notifications for 7 days after release (see Part 09). Use "[Show] Season 2 Episode 5 Recap" not "[Character] Dies."
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9. Recaps, explainers, and spoiler-safe titles
Formats: spoiler-free review, recap with spoiler warning, ending explained, questions answered, "is it worth watching," episode guide.
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9. Recaps, explainers, and spoiler-safe titles
Research which recap formats still earn traffic after AI Overviews and which have been replaced by Reddit threads.
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10. Newsletter, social, video, and answer engines
Newsletter: personalized "new on your services this week," renewal alerts, weekend picks. Benchmarks from Beehiiv, Substack, and Mailchimp media industry averages (verify). Research What's on Netflix, Decider, and Vulture newsletters as comparables. Sponsorship CPM ranges (verify).
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10. Newsletter, social, video, and answer engines
Social: TikTok, Instagram Reels, YouTube Shorts, Threads, Bluesky, X, Facebook, Reddit community participation rules (no self-promotion violations), Letterboxd-style list sharing.
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10. Newsletter, social, video, and answer engines
Video: YouTube explainers and "new this week" formats; trailer embeds from official channels only.
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10. Newsletter, social, video, and answer engines
Answer engines: ChatGPT search, Perplexity, Gemini, Copilot, Google AI Mode. Research what they cite for TV queries; publish clear, sourced, dated facts with stable URLs; consider llms.txt (note uncertain adoption (verify)); monitor referral traffic.
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10. Newsletter, social, video, and answer engines
Produce: channel plan with effort, expected reach, and measurement.
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11. Editorial calendar for 12 months (October 2026 – September 2027)
October: fall broadcast premieres, Halloween horror TV, Netflix Q3 earnings (verify), anime fall season (starts early October).
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11. Editorial calendar for 12 months (October 2026 – September 2027)
November: International Emmys, holiday movie/TV lists begin, Black Friday streaming deals, Thanksgiving watch guides.
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11. Editorial calendar for 12 months (October 2026 – September 2027)
December: year-end best-of lists, Christmas specials (Doctor Who specials (verify)), streaming wrapped features, cancellations roundup.
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11. Editorial calendar for 12 months (October 2026 – September 2027)
January: winter anime season, Golden Globes, Critics Choice, midseason premieres, new-year price increases.
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11. Editorial calendar for 12 months (October 2026 – September 2027)
February: Super Bowl trailers, Valentine's romance lists, K-drama seasons, Oscars-adjacent TV coverage.
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11. Editorial calendar for 12 months (October 2026 – September 2027)
March: spring streaming slate, March Madness streaming guide, Emmy FYC season start.
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11. Editorial calendar for 12 months (October 2026 – September 2027)
April: spring anime, BAFTA TV nominations, Peabody.
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11. Editorial calendar for 12 months (October 2026 – September 2027)
May: upfronts (network renewals and cancellations wave), BAFTA TV, finales.
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11. Editorial calendar for 12 months (October 2026 – September 2027)
June: Pride programming guides (see Part 12), summer slate, Annecy (animation).
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11. Editorial calendar for 12 months (October 2026 – September 2027)
July: Emmy nominations, summer anime, Comic-Con trailers, Netflix annual engagement report (verify timing), Crunchyroll and Anime Expo news.
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11. Editorial calendar for 12 months (October 2026 – September 2027)
August: back-to-school kids TV, fall preview begins, Edinburgh TV Festival.
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11. Editorial calendar for 12 months (October 2026 – September 2027)
September: Creative Arts and Primetime Emmys, fall TV preview, network premiere week.
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11. Editorial calendar for 12 months (October 2026 – September 2027)
Produce: calendar spreadsheet with 150+ dated items, content type, owner, and lead time.
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12. 100-post content backlog
Score each item: estimated monthly search demand (tool, country), keyword difficulty, AI Overview exposure, evergreen vs. seasonal, uniqueness of site data, conversion value (affiliate or signup), production effort.
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12. 100-post content backlog
Priority formula example: (demand × (1 − exposure) × data-uniqueness multiplier × evergreen factor) ÷ effort.
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12. 100-post content backlog
Required mix: 25 platform guides ("everything new on [service] in [month]," service price and plan explainers), 20 "shows like X," 15 renewal status pages, 10 genre hubs, 10 parents guides, 10 awards and charts pieces, 10 data studies (for example, "which service cancels shows fastest," "most-watched shows by episode count").
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12. 100-post content backlog
Data studies earn links; research examples of entertainment data journalism that attracted coverage (verify).
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13. Corrections policy
Research public corrections policies at The New York Times, AP, BBC, Variety, and Deadline (verify pages).
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13. Corrections policy
Draft: how to report an error, response time, correction notes with date, distinction between correction, clarification, and update; availability data corrections logged separately with last-verified dates; renewal status reversal notes.
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14. Timeline 2019 – 2026
Log: Google BERT (2019) and MUM (2021); product reviews updates (2021–2023); helpful content system (2022) and its integration into core ranking (March 2024) (verify); spam policy expansion (March 2024); site reputation abuse enforcement (May and November 2024) (verify); AI Overviews launch (May 2024) and AI Mode (2025); Google News changes; Reddit's search visibility surge (2023–2024); Twitter rebrand to X (2023); TikTok U.S. divestiture law and status (verify); Netflix Tudum launch (2021); writers and actors strikes (2023) and their calendar disruption; Netflix engagement report moving to annual (July 2026); TV Time shutdown (July 2026).
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15. Deliverables for Part 10
Keyword universe (1,500+ keywords, 12 query types, 5 countries) with clusters.
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15. Deliverables for Part 10
SERP snapshot archive (300+) and domain ranking matrix (50+ domains).
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15. Deliverables for Part 10
AI Overview exposure study and adjusted traffic forecast.
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15. Deliverables for Part 10
Programmatic indexation policy with page quality thresholds by entity type.
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15. Deliverables for Part 10
JSON-LD templates and validation checklist.
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15. Deliverables for Part 10
Renewal tracker verification rules and schema.
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15. Deliverables for Part 10
Release calendar sourcing guide and date-confidence scale.
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15. Deliverables for Part 10
12-month editorial calendar (150+ dated items).
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15. Deliverables for Part 10
Prioritized 100-post backlog with scoring.
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15. Deliverables for Part 10
Newsletter, social, video, and answer-engine playbooks.
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15. Deliverables for Part 10
Glossary of 60+ SEO and editorial terms; source list of 100+ sources with access dates.
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Research standards
State research date; record tool, country database, and export date for every keyword and traffic figure.
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Research standards
Treat third-party traffic and volume data as estimates with ranges, not exact figures.
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Research standards
Cite Google Search Central documentation for every policy claim; label industry commentary as interpretation.
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Research standards
Distinguish official renewal and release information from trade reports and rumors, with outlet and timestamp.
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Research standards
Capture SERPs with location, device, and date; note AI features present.
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Research standards
Never recommend spam tactics, copying competitor content, or unlabeled AI-generated articles.
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Research standards
Label all calendar dates as confirmed, expected, or historical pattern.