Editorial QA Checklist

Source Citation Checklist for AI-Assisted Social Content

March 5, 2026/7 min read
Workflow Systems7 min

Content Planning

Editorial QA Checklist

01The short answer: cite the claim, not just the article
02What needs a source?
03Acceptable source types by claim

AI-assisted content can turn a weak claim into polished copy very quickly. This checklist helps teams decide what needs a source, what source is acceptable, how to store citation notes, and when a post should be rewritten instead of approved.

01

Chapter 1

The short answer: cite the claim, not just the article

A source citation checklist for AI-assisted social content should connect each factual claim to an approved source. It is not enough to paste three links at the bottom of a brief. The reviewer needs to know which source supports which sentence, slide, statistic, product detail, testimonial, policy point, or CTA promise.

Use sources for anything a viewer could reasonably rely on: product ingredients, feature availability, health or beauty claims, financial or legal claims, environmental statements, customer results, platform rules, campaign measurement guidance, app store availability, pricing, discounts, and comparisons.

Google Search Central's guidance on helpful, reliable content is a good editorial anchor for this workflow: content should be reliable and useful to people. In social production, reliability starts with knowing where each claim came from before the post becomes public.

Low-risk creative claims can be reviewed for brand fit.

Medium-risk product and platform claims need approved source notes.

High-risk claims need specialist or legal review.

Unsupported claims should be rewritten, not decorated with unrelated sources.

The source note should travel with the asset through approval.

02

Chapter 2

What needs a source?

Not every social post needs formal citation, but every claim-bearing post needs source discipline. A joke, mood board, or purely fictional brand-world asset may not need external evidence. A product comparison, app feature explanation, customer result, health routine, price promotion, or platform-rule post does.

The mistake is treating sources as an SEO-only requirement. Sources protect the team from publishing confident misinformation in captions, carousel slides, TikTok slideshows, ad creative, lead magnets, and blog posts.

If a claim would affect a buyer's decision, collect the source before production.

Product facts: ingredients, materials, sizes, variants, compatibility, inventory, shipping, returns.

App facts: platform availability, feature behavior, privacy, permissions, integrations, pricing, screenshots.

Performance claims: faster, cheaper, higher conversion, more revenue, reduced time, better results.

Customer proof: reviews, testimonials, case studies, before-after examples, user-generated content.

Regulated or sensitive claims: health, beauty outcomes, financial advice, legal outcomes, safety, sustainability.

Platform rules: TikTok, Meta, Apple, Shopify, Google, LinkedIn, or ad-policy statements.

Measurement claims: attribution, campaign tracking, analytics definitions, UTM conventions.

03

Chapter 3

Acceptable source types by claim

The source should match the claim. An official platform help page can support a platform-rule statement, but it cannot prove that a client's product converts better. A customer review can support customer sentiment, but it cannot prove a universal product outcome.

Use primary or official sources when possible. For product claims, the best source is often the client's own product specification, approved product page, lab documentation, or legal-approved claim sheet. For platform claims, use official help centers or developer documentation. For measurement claims, use official analytics documentation or the client's own reporting export.

Avoid citing direct competitors as authority for AttentionClaw content. Competitor sources can also create strategic confusion and do not help the reader trust the article.

  1. 1

    Product details

    Use product pages, internal specifications, packaging references, approved product media, or legal-approved claim sheets.

  2. 2

    Platform behavior

    Use official help centers, business docs, developer docs, or app store documentation.

  3. 3

    Customer proof

    Use approved testimonials, review exports, case studies, UGC permissions, or customer interview notes.

  4. 4

    Measurement

    Use GA documentation, platform analytics documentation, campaign links, internal dashboards, or reporting exports.

  5. 5

    Accessibility

    Use W3C or platform accessibility guidance for readability, contrast, and accessible media decisions.

Build from this playbook

Create faster without losing source discipline

AttentionClaw helps teams turn source-backed briefs into carousels, slideshows, captions, and QA-ready content systems.

Build a source-backed workflow
04

Chapter 4

Use a claim-risk scale

A claim-risk scale prevents every post from receiving the same review. Low-risk posts can move quickly. High-risk posts should slow down before publishing. This lets teams keep speed without pretending every caption has the same consequences.

Assign risk at the post level and at the sentence level. A mostly educational carousel can contain one high-risk claim if it includes a result, guarantee, medical statement, or comparison. That one claim controls the review path.

Risk 1: creative framing, brand voice, personal preference, or non-factual storytelling.

Risk 2: basic product description supported by a product page or screenshot.

Risk 3: comparison, pricing, availability, platform behavior, or customer proof.

Risk 4: performance metric, before-after result, health, legal, financial, environmental, or safety claim.

Risk 5: claim requiring legal, compliance, medical, financial, or founder approval before publication.

05

Chapter 5

Copy this citation note template

Citation notes should be short enough for production, but specific enough for review. The note should identify the claim, source, source type, access date, quote or evidence summary, allowed wording, and reviewer status.

Do not make reviewers open every URL just to understand why it is attached. The citation note should explain the relationship between source and claim.

  1. 1

    Claim

    Write the exact sentence, slide, or caption line that needs support.

  2. 2

    Source

    Add title, publisher, URL, and accessed date.

  3. 3

    Evidence summary

    Summarize what the source supports in one or two sentences.

  4. 4

    Allowed wording

    State the strongest wording the team can safely use.

  5. 5

    Review status

    Mark pass, revise, reject, or specialist review required.

06

Chapter 6

Rewrite unsupported claims instead of forcing citations

If a source does not support the claim, do not keep searching for a weak citation. Rewrite the claim. AI-assisted content often produces overconfident words like guaranteed, proven, best, effortless, automatic, or instant. Those words may be unnecessary even when the product is strong.

The safer rewrite usually becomes more useful. 'Cuts content planning time in half' becomes 'helps teams turn one approved brief into multiple social assets without rebuilding every post manually.' The second statement is specific and easier to support from product workflow evidence.

Replace universal claims with use-case claims.

Replace guaranteed outcomes with workflow descriptions.

Replace unsupported statistics with qualitative explanation.

Replace competitor superiority with buyer-fit comparison.

Replace medical or financial certainty with reviewed educational wording.

Replace fake urgency with real offer deadline or availability.

07

Chapter 7

The source QA workflow

Source QA should happen before design export, not after scheduling. A carousel with unsupported claims may need slide rewrites that affect layout. A TikTok slideshow with an inaccurate first frame may need a new hook. Catching claim issues late creates waste.

Use a two-pass workflow. First, the writer marks claim-bearing lines and attaches sources. Second, the reviewer checks whether the source really supports the wording. The reviewer should have authority to reject or soften claims.

  1. 1

    Mark claims

    Highlight factual, product, proof, platform, comparison, and performance claims in the draft.

  2. 2

    Attach sources

    Add source notes for each claim or group of related claims.

  3. 3

    Check source fit

    Confirm the source type matches the claim type.

  4. 4

    Review wording strength

    Decide whether the claim should pass, soften, or be removed.

  5. 5

    Store notes

    Keep source notes with the article, carousel, slideshow, ad, or approval package.

08

Chapter 8

Examples for social assets

A source checklist should be practical enough for daily social production. The examples below show how to apply the same system to different formats.

The rule stays consistent: cite what the viewer is asked to believe.

Ecommerce carousel: A slide says a bottle is 100 ml and travel-friendly. Source product page for size; avoid travel-compliance claims unless supported.

App slideshow: A slide says the app supports custom product pages. Source Apple documentation or the app's current feature spec.

Agency case study: A caption says a client increased qualified leads. Source the reporting export and client approval.

AI image checklist: A slide explains AI labeling expectations. Source official Meta or platform guidance.

Campaign tracking post: A carousel explains UTM parameters. Source Google Analytics documentation.

09

Chapter 9

Use AttentionClaw with source notes attached

AttentionClaw can help teams create carousels, TikTok slideshows, captions, and playbooks from source-backed briefs. The best workflow is to attach source notes before generation, then keep them visible through QA and approval.

That lets the team create faster while still knowing which claims are approved, which need review, and which should be rewritten.

Callout

A source list is not enough

The reviewer needs to know exactly which claim each source supports.

Next step

Turn this guide into a production-ready carousel.

AttentionClaw helps teams turn source-backed briefs into carousels, slideshows, captions, and QA-ready content systems.

Build a source-backed workflow

Keep the workflow inside AttentionClaw.

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Written by

AttentionClaw

Editorial Team

Editorial context

Part of the Content Planning topic cluster. Last updated June 22, 2026.