Coverage Audit

Sample Report — Illustrative Data (Not a Real Organization)

Self-Audit Edition

Illustrative sample — synthetic data · StrataLens PRISM · methodology, not opinion · 3 sources analyzed

Signature tactics: Loaded Language, Appeal to Fear, False Urgency

Executive summary

Avg Manipulation Index

4.6/10

Range (min–max)

2.1 – 7.6

Most-used technique

Loaded Language · 2×

Highest-scoring

Sample Outlet A — coverage of a transit 7.6

Lowest-scoring

Sample Outlet C — coverage of the same v 2.1

Verified quotes

6 / 9 checked

Signature tactic: Loaded Language (appears in 2 of 3 pieces, avg MI 5.9).
Trend across the set: de-escalating (7.6 → 2.1 on the manipulation index).
Quote integrity: 66.7% of 9 checked quotes verified verbatim; 1 article(s) carried a flagged quote.

Methodology

The 15 techniques

Every source is read for a fixed taxonomy of propaganda and framing techniques, grouped in four families — applied identically across the political spectrum:

Emotional: Appeal to Fear, Scapegoating, Bandwagon, Plain Folks
Framing: Loaded Language, False Dichotomy, Strawman, Transfer, Dog Whistle, Glittering Generality, Euphemism
Logical: Whataboutism, Card Stacking, False Urgency
Credibility: Appeal to Authority

The 0–10 manipulation index

0–2 — Largely factual — straight reporting; framing incidental.
3–4 — Framing present — word choice and selection lean, but sourced.
5–6 — Heavy framing — manipulation techniques do real narrative work.
7–8 — Coordinated — multiple techniques compound toward one conclusion.
9–10 — Saturation — the piece is built primarily to persuade, not inform.

The Checkable-Claim Guarantee

Every quotation in this report is verified character-for-character against the original source text server-side. A quote that cannot be matched verbatim is flagged as unverified and never asserted as confirmed — PRISM does not fabricate or paraphrase a quote into existence. Sources that could not be read (paywall / login / bot-block) are listed honestly and never invented.

Technique Glossary

Appeal to Fear: Persuasion via imminent threat — the audience is told danger is close and only the proposed action averts it.
Loaded Language: Word choice that smuggles emotional valence into an ostensibly neutral description.
Card Stacking: Selective presentation — every fact cited is true, but the set is curated to point one direction; counter-facts are omitted.
False Urgency: Manufactured time pressure that prevents deliberation — the audience must act now or lose the opportunity.

Trends & Tactics

Signature tactic profile

1. Loaded Language2 pcs · avg MI 5.911.8

2. Appeal to Fear1 pcs · avg MI 7.67.6

3. False Urgency1 pcs · avg MI 7.67.6

Manipulation-index trend

avg 4.63 · range 2.1–7.6 · σ 2.27

Band distribution

0–2 factual1 (33%)

3–4 framing1 (33%)

5–6 heavy0 (0%)

7–8 coordinated1 (33%)

9–10 saturation0 (0%)

Technique frequency

Loaded Language		2 · 66.7%
Appeal to Fear		1 · 33.3%
False Urgency		1 · 33.3%
Card Stacking		1 · 33.3%

Recurring talking points — each tied to verified wording from ≥2 articles
Two of the three outlets converge on urgency framing around the board's timeline — Outlet A's “act by Friday” and Outlet B's reassurance that “a modest increase won't slow it down” both work to foreclose debate on the size of the increase rather than its necessity.

Technique × Index trend

Article	MI	Loaded Language	Appeal to Fear	False Urgency	Card Stacking
Sample Outlet A — coverage of a transit fare-hike vo	7.6
Sample Outlet B — coverage of the same vote	4.2
Sample Outlet C — coverage of the same vote	2.1

Per-article analysis

Sample Outlet A — coverage of a transit fare-hike vote

2/3 quotes verified

manipulation

Sample Outlet A — coverage of a transit fare-hike vote

trust

Sample Outlet A — coverage of a transit fare-hike vote

Frames a routine transit-fare adjustment as an imminent system collapse, compressing the decision window to discourage scrutiny.

Appeal to FearFalse UrgencyLoaded Language

“If the board doesn't act by Friday, half the routes disappear by spring.”— Sample Outlet A — coverage of a transit fare-hike vote

Framing StructureOpens on system collapse before any board vote has occurred.

Sourcing MapQuotes the agency spokesperson twice; no rider or independent analyst quoted.

Loaded-Term Inventorydisappear,collapse,act now

“disappear,” “collapse,” and “act now” recur across three paragraphs.

Emotional ArcAlarm, sustained — no resolution beat.

Strategic Omissions

A reader is not told the size of the proposed increase in dollar terms.

Sample Outlet B — coverage of the same vote

2/3 quotes verified

manipulation

Sample Outlet B — coverage of the same vote

trust

Sample Outlet B — coverage of the same vote

Selectively cites rebounding ridership figures that support the increase while omitting the agency's own farebox-recovery shortfall.

Loaded LanguageCard Stacking

“Ridership is already rebounding, so a modest increase won't slow it down.”— Sample Outlet B — coverage of the same vote

Framing StructureLeads with the vote result, then builds the case for the increase.

Sourcing MapCites the agency's ridership report; does not cite the agency's own farebox-recovery shortfall disclosed the same week.

Loaded-Term Inventorymodest

“modest” describes a 22% increase.

Emotional ArcNeutral open, mild reassurance close.

Strategic Omissions

A reader is not told the farebox-recovery shortfall figure the agency also released.

Sample Outlet C — coverage of the same vote

2/3 quotes verified

manipulation

Sample Outlet C — coverage of the same vote

trust

Sample Outlet C — coverage of the same vote

Straight reporting of the board vote and the public-comment period, both sides quoted with roughly equal space.

No major techniques

“The board will accept public comment through the end of the month before a final vote.”— Sample Outlet C — coverage of the same vote

Framing StructureInverted-pyramid, vote result first, context follows.

Sourcing MapQuotes a board member, a rider advocate, and the agency's public data page.

Loaded-Term InventoryNo loaded terms detected.

Emotional ArcFlat, informational throughout.

Strategic Omissions

None material identified — both the increase amount and the comment window are stated.

Recommendations — fix your own coverage

Priority Fixes

State the dollar/percentage size of the increase in the lede, not buried in paragraph six.

Sourcing Discipline

Quote at least one rider or independent analyst alongside the agency spokesperson.

Language Guardrails

Replace “collapse”/“disappear” with the measurable service-reduction figure the agency itself has published.

Target Metrics

Aim for ≥1 non-agency source per piece and 0 unresolved loaded terms in the lede paragraph.

Appendix

Article	MI	Trust	Quotes verified
Sample Outlet A — coverage of a transit fare-hike vote	7.6	3.6	2/3
Sample Outlet B — coverage of the same vote	4.2	6.1	2/3
Sample Outlet C — coverage of the same vote	2.1	8.4	2/3

Sources skipped (unreadable — honest, never fabricated):

https://example.com/sample-outlet-d/fare-hike — paywall

Models used: illustrative-sample

0–2 factual · 3–4 framing · 5–6 heavy · 7–8 coordinated · 9–10 saturation · every quote checked verbatimstratalens.co