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Last modified by Robert Schaub on 2026/02/08 08:24
From version 1.2
edited by Robert Schaub
on 2025/12/24 21:46
Change comment: Update document after refactoring.
To version 1.6
edited by Robert Schaub
on 2026/02/08 08:24
Change comment: Renamed back-links.

Summary

Details

Page properties
Content
... ... @@ -3,7 +3,7 @@
3 3  **Status:** ✅ Analysis Complete
4 4  **Purpose:** Identify missing features by comparing against global research and best practices
5 5  
6 ----
6 +----
7 7  
8 8  == 1. Analysis Framework ==
9 9  
... ... @@ -16,12 +16,13 @@
16 16  * **Strategy:** How well does this align with FactHarbor's mission and strategic goals?
17 17  
18 18  **Importance Levels:**
19 +
19 19  * **VERY HIGH:** Critical to mission, high risk if missing, affects majority of users
20 20  * **HIGH:** Important for success, significant impact, strong strategic alignment
21 21  * **MEDIUM:** Valuable but not critical, moderate impact
22 22  * **LOW:** Nice-to-have, limited impact
23 23  
24 ----
25 +----
25 25  
26 26  === 1.2 Urgency Formula ===
27 27  
... ... @@ -32,11 +32,12 @@
32 32  * **Promises made:** Have we committed this to stakeholders, funders, or partners?
33 33  
34 34  **Urgency Levels:**
36 +
35 35  * **HIGH:** External deadlines, legal requirements, or critical testing needed
36 36  * **MEDIUM:** Strategic opportunity, growing trends, competitive pressure
37 37  * **LOW:** No external pressure, can add anytime
38 38  
39 ----
41 +----
40 40  
41 41  === 1.3 Context Matters ===
42 42  
... ... @@ -48,7 +48,7 @@
48 48  
49 49  **Priorities are not absolute - they're contextual.**
50 50  
51 ----
53 +----
52 52  
53 53  == 2. Gap Categories ==
54 54  
... ... @@ -55,40 +55,48 @@
55 55  We identified **18 gaps** across **8 categories**:
56 56  
57 57  === Category 1: Accessibility & Inclusivity ===
60 +
58 58  * Gap 1.1: WCAG 2.1 Compliance
59 59  * Gap 1.2: Multilingual Support
60 60  
61 61  === Category 2: Platform Integration & Distribution ===
65 +
62 62  * Gap 2.1: Browser Extensions
63 63  * Gap 2.2: Embeddable Widgets
64 64  * Gap 2.3: ClaimReview Schema
65 65  
66 66  === Category 3: Media Verification ===
71 +
67 67  * Gap 3.1: Image/Video/Audio Verification
68 68  
69 69  === Category 4: Mobile & Offline Access ===
75 +
70 70  * Gap 4.1: Mobile Apps / PWA
71 71  * Gap 4.2: Offline Access
72 72  
73 73  === Category 5: Education & Media Literacy ===
80 +
74 74  * Gap 5.1: Educational Resources
75 75  * Gap 5.2: Media Literacy Integration
76 76  
77 77  === Category 6: Collaboration & Community ===
85 +
78 78  * Gap 6.1: Professional Collaboration Tools
79 79  * Gap 6.2: Community Discussion
80 80  
81 81  === Category 7: Export & Sharing ===
90 +
82 82  * Gap 7.1: Export Capabilities
83 83  * Gap 7.2: Social Sharing Optimization
84 84  
85 85  === Category 8: Advanced Features & Analytics ===
95 +
86 86  * Gap 8.1: User Analytics
87 87  * Gap 8.2: Personalization
88 88  * Gap 8.3: Media Archiving
89 89  * Gap 8.4: Advanced Search
90 90  
91 ----
101 +----
92 92  
93 93  == 3. Critical Gaps ==
94 94  
... ... @@ -99,29 +99,32 @@
99 99  **Urgency:** HIGH (legal requirement)
100 100  
101 101  **Why Important:**
112 +
102 102  * **Risk:** CRITICAL
103 - * Legal liability (European Accessibility Act enforced June 28, 2025)
104 - * Lawsuits, fines up to $250,000 (Accessible Canada Act)
105 - * Cannot operate in EU market without compliance
106 - * Retrofitting is 100x more expensive than building in from start
114 +* Legal liability (European Accessibility Act enforced June 28, 2025)
115 +* Lawsuits, fines up to $250,000 (Accessible Canada Act)
116 +* Cannot operate in EU market without compliance
117 +* Retrofitting is 100x more expensive than building in from start
107 107  * **Impact:** 15-20% of population (1+ billion people) excluded without accessibility
108 - * Affects blind, low-vision, deaf, motor impairments, cognitive disabilities
109 - * "86% of companies report improved customer satisfaction after implementing accessibility" (Forrester)
119 +* Affects blind, low-vision, deaf, motor impairments, cognitive disabilities
120 +* "86% of companies report improved customer satisfaction after implementing accessibility" (Forrester)
110 110  * **Strategy:** CRITICAL ALIGNMENT
111 - * Mission: "empower users to make informed judgments" - cannot empower if inaccessible
112 - * Vision: "a world where decisions are grounded in evidence" - for ALL people
113 - * Inclusivity is core to nonprofit mission
122 +* Mission: "empower users to make informed judgments" - cannot empower if inaccessible
123 +* Vision: "a world where decisions are grounded in evidence" - for ALL people
124 +* Inclusivity is core to nonprofit mission
114 114  
115 115  **Why Urgent:**
127 +
116 116  * **Legal:** VERY HIGH
117 - * European Accessibility Act (EAA) enforced June 28, 2025
118 - * Americans with Disabilities Act (ADA) - ongoing requirement in US
119 - * Accessible Canada Act - penalties up to $250,000
120 - * Cannot launch in EU without compliance
129 +* European Accessibility Act (EAA) enforced June 28, 2025
130 +* Americans with Disabilities Act (ADA) - ongoing requirement in US
131 +* Accessible Canada Act - penalties up to $250,000
132 +* Cannot launch in EU without compliance
121 121  * **Fail fast:** Not applicable (accessibility is proven requirement, not experimental)
122 122  * **Promises:** Depends on public mission statements and funding commitments
123 123  
124 124  **Missing Requirements:**
137 +
125 125  * WCAG 2.1 Level AA compliance
126 126  * Screen reader compatibility (ARIA labels, semantic HTML)
127 127  * Keyboard navigation (no mouse required)
... ... @@ -131,6 +131,7 @@
131 131  * Alternative text for images and visualizations
132 132  
133 133  **Recommended New Requirements:**
147 +
134 134  * **NFR6: Accessibility** - Platform must conform to WCAG 2.1 Level AA standards
135 135  * **NFR7: Assistive Technology Support** - Compatible with screen readers, voice navigation, keyboard-only usage
136 136  * **FR14: Accessibility Settings** - User-configurable contrast, text size, reduced motion options
... ... @@ -138,12 +138,13 @@
138 138  **When to Address:** Must be built into platform from start (retrofitting prohibitively expensive)
139 139  
140 140  **Research Evidence:**
155 +
141 141  * "72% of organizations have digital accessibility policy, 85% see it as competitive advantage" (Level Access 2024)
142 142  * European Accessibility Act (EAA) enforcement begins June 28, 2025
143 143  * "Accessible websites see 20% increase in traffic and engagement" (W3C WAI)
144 144  * "86% of companies report improved customer satisfaction after implementing accessibility" (Forrester)
145 145  
146 ----
161 +----
147 147  
148 148  === 3.2 Gap: Educational Resources & Onboarding ===
149 149  
... ... @@ -152,29 +152,32 @@
152 152  **Urgency:** HIGH (critical for adoption)
153 153  
154 154  **Why Important:**
170 +
155 155  * **Risk:** CRITICAL
156 - * Platform fails if users cannot understand Evidence Models
157 - * Misinterpretation of scenarios/verdicts undermines mission
158 - * High abandonment rate without onboarding (industry standard: 75% drop-off without onboarding)
159 - * Wasted investment if no one can use the platform
172 +* Platform fails if users cannot understand Evidence Models
173 +* Misinterpretation of scenarios/verdicts undermines mission
174 +* High abandonment rate without onboarding (industry standard: 75% drop-off without onboarding)
175 +* Wasted investment if no one can use the platform
160 160  * **Impact:** Affects 100% of new users
161 - * "Fact-checking organizations increasingly provide media literacy education" (Mesquita et al. 2024)
162 - * Determines whether platform succeeds or fails
177 +* "Fact-checking organizations increasingly provide media literacy education" (Mesquita et al. 2024)
178 +* Determines whether platform succeeds or fails
163 163  * **Strategy:** CRITICAL ALIGNMENT
164 - * Mission: "help people make sense of complex, contested information"
165 - * Vision: Requires users to understand methodology
166 - * Cannot achieve transparency without explaining concepts
180 +* Mission: "help people make sense of complex, contested information"
181 +* Vision: Requires users to understand methodology
182 +* Cannot achieve transparency without explaining concepts
167 167  
168 168  **Why Urgent:**
185 +
169 169  * **Fail fast:** VERY HIGH
170 - * Must validate that Evidence Models are comprehensible to users
171 - * Need to test if onboarding actually works
172 - * Quick iteration needed based on user confusion
173 - * Test with beta users before full launch
187 +* Must validate that Evidence Models are comprehensible to users
188 +* Need to test if onboarding actually works
189 +* Quick iteration needed based on user confusion
190 +* Test with beta users before full launch
174 174  * **Legal:** None
175 175  * **Promises:** HIGH if public statements include "user-friendly" or "accessible to all"
176 176  
177 177  **Missing Requirements:**
195 +
178 178  * Onboarding tutorial (interactive walkthrough)
179 179  * Video tutorials explaining concepts
180 180  * FAQ section
... ... @@ -184,6 +184,7 @@
184 184  * Best practices documentation
185 185  
186 186  **Recommended New Requirements:**
205 +
187 187  * **UN-23: Learn How to Fact-Check** - Educational resources for understanding methodology
188 188  * **FR26: Onboarding Tutorial** - Interactive first-time user walkthrough
189 189  * **FR27: Educational Resources Hub** - Guides, videos, FAQs, glossary
... ... @@ -192,11 +192,12 @@
192 192  **When to Address:** Basic onboarding at launch (POC needs 1-page explainer, Beta needs comprehensive resources)
193 193  
194 194  **Research Evidence:**
214 +
195 195  * "Critical media literacy fosters resilience against misinformation" (McDougall 2019)
196 196  * Teen Fact-Checking Networks operating globally (MediaWise 2024)
197 197  * "Fact-checking organizations increasingly provide media literacy education" (Mesquita et al. 2024)
198 198  
199 ----
219 +----
200 200  
201 201  == 4. High Importance Gaps ==
202 202  
... ... @@ -207,16 +207,19 @@
207 207  **Urgency:** MEDIUM
208 208  
209 209  **Why Important:**
230 +
210 210  * **Risk:** MEDIUM - Competitive disadvantage, reduced adoption
211 211  * **Impact:** MEDIUM-HIGH - Significantly improves UX for active fact-checkers
212 212  * **Strategy:** HIGH ALIGNMENT - Meet users where misinformation spreads (in their browsers)
213 213  
214 214  **Why Urgent:**
236 +
215 215  * **Fail fast:** MEDIUM - Should validate that users actually want browser extensions
216 216  * **Legal:** None
217 217  * **Promises:** LOW unless explicitly promised to early adopters
218 218  
219 219  **Missing Requirements:**
242 +
220 220  * Chrome/Firefox/Safari browser extensions
221 221  * Right-click context menu for selected text
222 222  * Inline highlighting of claims on any webpage
... ... @@ -224,6 +224,7 @@
224 224  * Save/bookmark fact-checks
225 225  
226 226  **Recommended:**
250 +
227 227  * **UN-18: In-Context Fact-Checking** - Browser extension for real-time verification
228 228  * **FR17: Browser Extensions** - Chrome, Firefox, Safari with context menu
229 229  * **FR18: Cross-Site Highlighting** - Highlight and analyze claims on any website
... ... @@ -231,11 +231,12 @@
231 231  **When to Address:** Test web platform first, then build extension MVP if user demand validated
232 232  
233 233  **Research Evidence:**
258 +
234 234  * "3-click verification: Select → Right-click → Verify" is standard UX pattern
235 235  * Extensions like UnCovered, Pino, InVID/WeVerify widely adopted
236 236  * NewsGuard browser extension demonstrates market acceptance
237 237  
238 ----
263 +----
239 239  
240 240  === 4.2 Gap: Media Verification (Images/Videos/Audio) ===
241 241  
... ... @@ -244,16 +244,19 @@
244 244  **Urgency:** MEDIUM
245 245  
246 246  **Why Important:**
272 +
247 247  * **Risk:** HIGH - Cannot address major category of misinformation (visual/audio)
248 248  * **Impact:** VERY HIGH - Visual misinformation is primary vector
249 249  * **Strategy:** CRITICAL ALIGNMENT - Mission incomplete without multimedia fact-checking
250 250  
251 251  **Why Urgent:**
278 +
252 252  * **Fail fast:** VERY HIGH - Should test approach quickly (partner vs. build?)
253 253  * **Legal:** None
254 254  * **Promises:** MEDIUM (depends on mission statements)
255 255  
256 256  **Missing Requirements:**
284 +
257 257  * Reverse image search integration
258 258  * Video frame extraction and analysis
259 259  * Audio deepfake detection
... ... @@ -261,6 +261,7 @@
261 261  * Synthetic media detection (AI-generated content)
262 262  
263 263  **Recommended:**
292 +
264 264  * **UN-20: Media Verification** - Image, video, audio fact-checking
265 265  * **FR22: Image Verification** - Reverse search, EXIF, synthetic detection
266 266  * **FR23: Video Verification** - Frame analysis, metadata, deepfake detection
... ... @@ -269,11 +269,12 @@
269 269  **When to Address:** Pilot with existing tools (InVID, TinEye) before building in-house
270 270  
271 271  **Research Evidence:**
301 +
272 272  * "Most deception relies on decontextualization" of images (Cazzamatta 2025)
273 273  * "Deepfakes targeting political figures raise concerns" (Corsi et al. 2024)
274 274  * InVID/WeVerify used by professional fact-checkers (AFP 2024)
275 275  
276 ----
306 +----
277 277  
278 278  === 4.3 Gap: Multilingual Support ===
279 279  
... ... @@ -282,16 +282,19 @@
282 282  **Urgency:** MEDIUM
283 283  
284 284  **Why Important:**
285 -* **Risk:** HIGH - Mission limited to English speakers (~20% of world)
315 +
316 +* **Risk:** HIGH - Mission limited to English speakers (20% of world)
286 286  * **Impact:** VERY HIGH - Excludes 80% of world population
287 287  * **Strategy:** CRITICAL ALIGNMENT - Vision of "a world where decisions are grounded in evidence" - not just English-speaking world
288 288  
289 289  **Why Urgent:**
321 +
290 290  * **Fail fast:** MEDIUM - Test which languages users need, validate translation quality early
291 291  * **Legal:** None
292 292  * **Promises:** MEDIUM-HIGH if mission statement emphasizes "global" or "world"
293 293  
294 294  **Missing Requirements:**
327 +
295 295  * Interface available in multiple languages
296 296  * Content translation/analysis in non-English languages
297 297  * Right-to-left (RTL) language support (Arabic, Hebrew)
... ... @@ -299,6 +299,7 @@
299 299  * Character encoding for non-Latin scripts
300 300  
301 301  **Recommended:**
335 +
302 302  * **FR15: Multilingual Interface** - UI in 10+ languages
303 303  * **FR16: Multilingual Content Analysis** - AKEL analyzes claims in multiple languages
304 304  * **NFR8: Internationalization (i18n)** - RTL support, character encodings, locale formatting
... ... @@ -306,11 +306,12 @@
306 306  **When to Address:** Plan early, prove English platform first, start with 2-3 strategic languages
307 307  
308 308  **Research Evidence:**
343 +
309 309  * 443 fact-checking projects operate in 70+ languages globally (Duke 2025)
310 310  * "LLMs better at fact-checking in low-resource languages than expected" (ACL 2024)
311 311  * "Multilingual capabilities essential for global inclusivity" (O3 World 2024)
312 312  
313 ----
348 +----
314 314  
315 315  === 4.4 Gap: Mobile Apps / PWA ===
316 316  
... ... @@ -319,16 +319,19 @@
319 319  **Urgency:** LOW
320 320  
321 321  **Why Important:**
357 +
322 322  * **Risk:** MEDIUM - Reduced engagement, poor mobile experience
323 323  * **Impact:** HIGH - 90%+ users access news on mobile
324 324  * **Strategy:** MEDIUM - Better UX but not core to methodology
325 325  
326 326  **Why Urgent:**
363 +
327 327  * **Fail fast:** MEDIUM - Test if mobile users behave differently, PWA first
328 328  * **Legal:** None
329 329  * **Promises:** LOW unless specified in grants/partnerships
330 330  
331 331  **Missing Requirements:**
369 +
332 332  * iOS/Android native apps
333 333  * Progressive Web App (PWA) capabilities
334 334  * Camera submission for visual claims
... ... @@ -336,6 +336,7 @@
336 336  * Offline mode
337 337  
338 338  **Recommended:**
377 +
339 339  * **UN-21: Mobile-Native Experience** - Native apps for iOS/Android
340 340  * **FR25: Native Mobile Apps** - Full mobile capabilities
341 341  * **NFR9: Progressive Web App** - Installable, offline, push notifications
... ... @@ -343,10 +343,11 @@
343 343  **When to Address:** Responsive web first, PWA to test mobile patterns, native apps if validated
344 344  
345 345  **Research Evidence:**
385 +
346 346  * "Mobile apps with accessibility features experience 30% higher engagement" (MMA 2024)
347 347  * 90%+ of adults access news via mobile devices (Pew 2024)
348 348  
349 ----
389 +----
350 350  
351 351  === 4.5 Gap: ClaimReview Schema ===
352 352  
... ... @@ -355,21 +355,25 @@
355 355  **Urgency:** LOW
356 356  
357 357  **Why Important:**
398 +
358 358  * **Risk:** LOW-MEDIUM - Reduced discoverability (won't appear in Google search)
359 359  * **Impact:** MEDIUM-HIGH - Affects all users via SEO
360 360  * **Strategy:** MEDIUM - Distribution mechanism, not core methodology
361 361  
362 362  **Why Urgent:**
404 +
363 363  * **Fail fast:** LOW - Already proven by 200,000+ fact-checks globally
364 364  * **Legal:** None
365 365  * **Promises:** None
366 366  
367 367  **Missing Requirements:**
410 +
368 368  * ClaimReview structured data markup
369 369  * Submit to Google Fact Check Explorer
370 370  * MediaReview for multimedia content
371 371  
372 372  **Recommended:**
416 +
373 373  * **FR20: ClaimReview Schema** - Structured data markup
374 374  * **FR21: Search Engine Integration** - Submit to fact-check indexes
375 375  
... ... @@ -376,10 +376,11 @@
376 376  **When to Address:** Add anytime after content library exists (can be retroactive)
377 377  
378 378  **Research Evidence:**
423 +
379 379  * 200,000+ fact-checks use ClaimReview globally (Duke 2024)
380 380  * Enables appearance in Google/Bing search results
381 381  
382 ----
427 +----
383 383  
384 384  == 5. Medium Importance Gaps ==
385 385  
... ... @@ -392,7 +392,7 @@
392 392  
393 393  **When:** Only if publishers commit to using it
394 394  
395 ----
440 +----
396 396  
397 397  === 5.2 Gap: Export Capabilities ===
398 398  
... ... @@ -403,7 +403,7 @@
403 403  
404 404  **When:** Based on user requests
405 405  
406 ----
451 +----
407 407  
408 408  === 5.3 Gap: Professional Collaboration Tools ===
409 409  
... ... @@ -414,7 +414,7 @@
414 414  
415 415  **When:** Only if organizations commit
416 416  
417 ----
462 +----
418 418  
419 419  === 5.4 Gap: Social Sharing Optimization ===
420 420  
... ... @@ -425,7 +425,7 @@
425 425  
426 426  **When:** Iterative improvement based on usage
427 427  
428 ----
473 +----
429 429  
430 430  === 5.5 Gap: Media Archiving ===
431 431  
... ... @@ -437,10 +437,11 @@
437 437  **When:** After launch, retroactive archiving is fine
438 438  
439 439  **Research Evidence:**
485 +
440 440  * "Images/videos often disappear after fact-checking" (MediaVault 2024)
441 441  * IFCN DisinfoArchiving uses WACZ format (InVID 2024-2025)
442 442  
443 ----
489 +----
444 444  
445 445  == 6. Lower Priority Gaps ==
446 446  
... ... @@ -451,7 +451,7 @@
451 451  
452 452  **Missing:** Privacy-respecting usage analytics, feedback systems
453 453  
454 ----
500 +----
455 455  
456 456  === 6.2 Gap: Personalization ===
457 457  
... ... @@ -462,7 +462,7 @@
462 462  
463 463  **Recommendation:** Limited only (language, accessibility preferences) - NO content filtering
464 464  
465 ----
511 +----
466 466  
467 467  === 6.3 Gap: Community Discussion ===
468 468  
... ... @@ -473,7 +473,7 @@
473 473  
474 474  **Question to resolve:** Evidence platform vs. community platform?
475 475  
476 ----
522 +----
477 477  
478 478  === 6.4 Gap: Advanced Search ===
479 479  
... ... @@ -484,7 +484,7 @@
484 484  
485 485  **When:** Only when PostgreSQL search becomes bottleneck
486 486  
487 ----
533 +----
488 488  
489 489  === 6.5 Gap: Offline Access ===
490 490  
... ... @@ -495,10 +495,10 @@
495 495  
496 496  **When:** If user research shows demand
497 497  
498 ----
544 +----
499 499  
500 500  
501 ----
547 +----
502 502  
503 503  == 7. Existing Requirements Reference ==
504 504  
... ... @@ -527,7 +527,7 @@
527 527  
528 528  **Total Existing:** FR1-FR13 (13 functional requirements)
529 529  
530 ----
576 +----
531 531  
532 532  === 7.2 Existing Non-Functional Requirements (NFR1-NFR5) ===
533 533  
... ... @@ -541,28 +541,32 @@
541 541  
542 542  **Total Existing:** NFR1-NFR5 (5 non-functional requirements)
543 543  
544 ----
590 +----
545 545  
546 546  === 7.3 Requirement Numbering Summary ===
547 547  
548 548  **Existing Requirements:**
595 +
549 549  * Functional: FR1 through FR13
550 550  * Non-Functional: NFR1 through NFR5
551 551  
552 552  **Proposed New Requirements (from Gap Analysis):**
600 +
553 553  * Functional: FR14 through FR43 (30 new)
554 554  * Non-Functional: NFR6 through NFR10 (5 new)
555 555  
556 556  **Total After Gap Analysis:**
605 +
557 557  * Functional: FR1-FR43 (43 total)
558 558  * Non-Functional: NFR1-NFR10 (10 total)
559 559  
560 ----
609 +----
561 561  
562 562  
563 563  Based on gap analysis, we recommend adding:
564 564  
565 565  **8 New User Needs (UN-18 through UN-25):**
615 +
566 566  * UN-18: In-Context Fact-Checking (browser extension)
567 567  * UN-19: Publisher Integration (embed widgets)
568 568  * UN-20: Media Verification (images/videos/audio)
... ... @@ -573,6 +573,7 @@
573 573  * UN-25: Export & Save (PDF, CSV)
574 574  
575 575  **30 New Functional Requirements (FR14-FR43):**
626 +
576 576  * FR14: Accessibility Settings
577 577  * FR15-16: Multilingual (Interface, Content Analysis)
578 578  * FR17-18: Browser Extensions, Cross-Site Highlighting
... ... @@ -588,6 +588,7 @@
588 588  * FR41-43: Archiving (Automatic, Archive.org, Media Preservation)
589 589  
590 590  **5 New Non-Functional Requirements (NFR6-NFR10):**
642 +
591 591  * NFR6: Accessibility (WCAG 2.1 AA)
592 592  * NFR7: Assistive Technology Support
593 593  * NFR8: Internationalization (i18n)
... ... @@ -594,7 +594,7 @@
594 594  * NFR9: Progressive Web App (PWA)
595 595  * NFR10: Privacy-Respecting Analytics
596 596  
597 ----
649 +----
598 598  
599 599  == 11. Priority Matrix ==
600 600  
... ... @@ -601,6 +601,7 @@
601 601  **Priority based on Importance + Urgency:**
602 602  
603 603  **CRITICAL (Must Address):**
656 +
604 604  1. Accessibility (WCAG) - Legal + High Impact
605 605  2. Educational Resources - Adoption Critical
606 606  
... ... @@ -617,6 +617,8 @@
617 617  10. Professional Collaboration - Organizational Users
618 618  
619 619  **LOW (Consider Later):**
673 +
674 +1. \\
620 620  11. Social Sharing Optimization
621 621  12. Media Archiving
622 622  13. User Analytics
... ... @@ -625,27 +625,31 @@
625 625  16. Personalization
626 626  17. Community Discussion
627 627  
628 ----
683 +----
629 629  
630 630  == 11. Key Strategic Questions ==
631 631  
632 632  **Question 1: Accessibility Investment**
633 633  How comprehensive at launch?
689 +
634 634  * **Required:** WCAG 2.1 AA minimum, keyboard navigation, screen readers
635 635  * **Enhanced:** Voice navigation, haptic feedback (can add later)
636 636  
637 637  **Question 2: Multilingual Priorities**
638 638  Which languages first?
695 +
639 639  * **Recommend:** English, Spanish, French, German, Arabic (major markets + diversity)
640 640  * **Consider:** Chinese, Japanese, Portuguese, Hindi, Russian
641 641  
642 642  **Question 3: Media Verification Approach**
643 643  Build vs. partner?
701 +
644 644  * **Recommend:** Partner initially (InVID, TinEye, existing tools)
645 645  * **Build:** If demand proven and resources available
646 646  
647 647  **Question 4: Community Model**
648 648  Evidence-focused vs. discussion-enabled?
707 +
649 649  * **Option A:** No public discussion (maintain authority model)
650 650  * **Option B:** Limited discussion (Contributor+ only)
651 651  * **Option C:** Open discussion (requires moderation resources)
... ... @@ -652,14 +652,16 @@
652 652  
653 653  **Question 5: Mobile Strategy**
654 654  Native apps vs. PWA?
714 +
655 655  * **Recommend:** PWA first (cross-platform, lower cost)
656 656  * **Consider:** Native apps if mobile usage dominant
657 657  
658 ----
718 +----
659 659  
660 660  == 11. Research Sources ==
661 661  
662 662  **Academic Research (2024-2025):**
723 +
663 663  * AI-Generated Misinformation (Cazzamatta & Sarısakaloğlu 2025)
664 664  * Show Me the Work: Fact-Checkers' Requirements for Explainable AI (CHI 2025)
665 665  * Multilingual Fact-Checking using LLMs (ACL 2024)
... ... @@ -666,6 +666,7 @@
666 666  * Beyond Verification: Media Literacy Education (Mesquita et al. 2024)
667 667  
668 668  **Industry Reports:**
730 +
669 669  * Duke Reporters' Lab Census 2024-2025 (443 projects, 70+ languages)
670 670  * Poynter/IFCN State of Fact-Checkers Report
671 671  * Level Access: State of Digital Accessibility Report 2023-2024
... ... @@ -672,6 +672,7 @@
672 672  * Pew Research Center: News consumption patterns
673 673  
674 674  **Standards & Compliance:**
737 +
675 675  * WCAG 2.1 (W3C)
676 676  * European Accessibility Act (EAA) - June 28, 2025
677 677  * Americans with Disabilities Act (ADA)
... ... @@ -678,16 +678,15 @@
678 678  * Accessible Canada Act
679 679  * ClaimReview/MediaReview specifications (Schema.org)
680 680  
681 ----
744 +----
682 682  
683 683  == 11. Related Pages ==
684 684  
685 -* [[User Needs>>FactHarbor.Specification.Requirements.User Needs]]
748 +* [[User Needs>>Archive.FactHarbor 2026\.01\.20.Specification.Requirements.User Needs.WebHome]]
686 686  * [[Requirements>>FactHarbor.Requirements.WebHome]]
687 687  * [[POC Requirements>>FactHarbor.POC.WebHome]]
688 -* [[Architecture>>FactHarbor.Specification.Architecture.WebHome]]
751 +* [[Architecture>>Archive.FactHarbor 2026\.01\.20.Specification.Architecture.WebHome]]
689 689  
690 ----
753 +----
691 691  
692 692  **Document Status:** ✅ Analysis Complete - Ready for Strategic Planning
693 -