Perspectivity
Narrative Intelligence

Trust in media · at its lowest
Cut through the noise, to the structure beneath every narrative.
Fragmented news, spin, and misinformation flying at you from every outlet and leaning. Perspectivity maps it, cross-checks it, and hands you the unbiased truth.
Every outlet, mapped on the spectrum of bias.
Now analyzing across sources
Trump’s ‘Lake America’ move revives one of his biggest political flops
Lindsay Clancy jury asks to see pill bottles, knife as deliberations in murder trial continue
Artemis II crew to receive Congressional Space Medal of Honor on Friday
Trump promised a short Iran war. Six months later, he has few good options.
Chinese rescue workers reach border crossing destroyed by Himalayan flood
Massive lettuce-linked outbreak expands to 3 more states with over 11,000 illnesses
Fed Chair Warsh signals rate hikes may be needed with US inflation stubbornly elevated
The US got Meta to change Instagram and Facebook. Europe wants in.
Trump’s super fans are torn on Darline Graham ahead of key GOP Senate contest
Rescuers retrieve flood survivors caked in mud as death toll in Nepal-China border disaster climbs
Dolly Parton died after a brief period of cancer
Flash flood on Nepal-Tibet border kills more than 100, with hundreds of tourists missing
Oil Prices Fall as Oman-Iran Talks Raise Hopes for Hormuz Reopening
Tech stocks today: Meta agrees to settle social media case for $16.68 billion
States renew fight against Trump's mail-in voting rule
Trump’s special perk for Natalie Harp shocked staffers, author claims
Republicans were already nervous about November. Then Trump restarted his trade war.
California couple confront their surrogate in a Texas court as dispute over newborn escalates
Bill Gates warns ‘there is no plan’ for the ‘upheaval’ AI will cause
Wall Street turns on Scott Bessent
Trump’s ‘Lake America’ move revives one of his biggest political flops
Lindsay Clancy jury asks to see pill bottles, knife as deliberations in murder trial continue
Artemis II crew to receive Congressional Space Medal of Honor on Friday
Trump promised a short Iran war. Six months later, he has few good options.
Chinese rescue workers reach border crossing destroyed by Himalayan flood
Massive lettuce-linked outbreak expands to 3 more states with over 11,000 illnesses
Fed Chair Warsh signals rate hikes may be needed with US inflation stubbornly elevated
The US got Meta to change Instagram and Facebook. Europe wants in.
Trump’s super fans are torn on Darline Graham ahead of key GOP Senate contest
Rescuers retrieve flood survivors caked in mud as death toll in Nepal-China border disaster climbs
Dolly Parton died after a brief period of cancer
Flash flood on Nepal-Tibet border kills more than 100, with hundreds of tourists missing
Oil Prices Fall as Oman-Iran Talks Raise Hopes for Hormuz Reopening
Tech stocks today: Meta agrees to settle social media case for $16.68 billion
States renew fight against Trump's mail-in voting rule
Trump’s special perk for Natalie Harp shocked staffers, author claims
Republicans were already nervous about November. Then Trump restarted his trade war.
California couple confront their surrogate in a Texas court as dispute over newborn escalates
Bill Gates warns ‘there is no plan’ for the ‘upheaval’ AI will cause
Wall Street turns on Scott Bessent
Trump’s ‘Lake America’ move revives one of his biggest political flops
Lindsay Clancy jury asks to see pill bottles, knife as deliberations in murder trial continue
Artemis II crew to receive Congressional Space Medal of Honor on Friday
Trump promised a short Iran war. Six months later, he has few good options.
Chinese rescue workers reach border crossing destroyed by Himalayan flood
Massive lettuce-linked outbreak expands to 3 more states with over 11,000 illnesses
Fed Chair Warsh signals rate hikes may be needed with US inflation stubbornly elevated
The US got Meta to change Instagram and Facebook. Europe wants in.
Trump’s super fans are torn on Darline Graham ahead of key GOP Senate contest
Rescuers retrieve flood survivors caked in mud as death toll in Nepal-China border disaster climbs
Dolly Parton died after a brief period of cancer
Flash flood on Nepal-Tibet border kills more than 100, with hundreds of tourists missing
Oil Prices Fall as Oman-Iran Talks Raise Hopes for Hormuz Reopening
Tech stocks today: Meta agrees to settle social media case for $16.68 billion
States renew fight against Trump's mail-in voting rule
Trump’s special perk for Natalie Harp shocked staffers, author claims
Republicans were already nervous about November. Then Trump restarted his trade war.
California couple confront their surrogate in a Texas court as dispute over newborn escalates
Bill Gates warns ‘there is no plan’ for the ‘upheaval’ AI will cause
Wall Street turns on Scott Bessent
Putin signs decree allowing state seizure of drone-hit businesses
Landslide at waste mound in Guinea capital kills 30, government says
UAW Workers Reject Deere’s Contract Extension Offer, Setting Up 2027 Battle
Bessent Has No Easy Fix for What’s Really Driving Bond Yields Up
Burnham to hand long-range missile blueprints to Zelensky as he visits Kyiv
Mapped: The Income a Family Needs to Live Comfortably in Every U.S. State
Canada Sees Long Trade War With US That May Last Beyond Midterms
Fast-moving wildfire amid shifting winds threatens Reno, Nevada, forcing thousands to evacuate
Scott Bessent: an economic D-Day is coming for Iran
Zelenskyy details rift with Ukraine’s dismissed Defense Minister Fedorov
Enes Kanter Freedom ejected from Fever-Sky game after he was confronted by Sky’s Cloud
Sean Grayson, former Sangamon County deputy convicted in killing of Sonya Massey, dies in prison, attorney says
Live updates: Key Iranian trading partner China rejects Trump’s ‘economic D-Day’ threat
Russian 'double-tap' strike on shopping centre in Ukraine kills 16 and wounds 130
E coli and salmonella outbreak linked to alfalfa sprouts sickens dozens across multiple states
Trump officials touted a voter fraud bombshell. Their data hasn’t proved it
Supreme Court temporarily allows White House ballroom construction to continue
TikTok to pay $400m to US in one of largest child privacy settlements
Canada-U.S. Trade War Escalates as Talks Collapse
Recap: Defense in Lindsay Clancy trial rests, prosecutors call 1st rebuttal witness
Putin signs decree allowing state seizure of drone-hit businesses
Landslide at waste mound in Guinea capital kills 30, government says
UAW Workers Reject Deere’s Contract Extension Offer, Setting Up 2027 Battle
Bessent Has No Easy Fix for What’s Really Driving Bond Yields Up
Burnham to hand long-range missile blueprints to Zelensky as he visits Kyiv
Mapped: The Income a Family Needs to Live Comfortably in Every U.S. State
Canada Sees Long Trade War With US That May Last Beyond Midterms
Fast-moving wildfire amid shifting winds threatens Reno, Nevada, forcing thousands to evacuate
Scott Bessent: an economic D-Day is coming for Iran
Zelenskyy details rift with Ukraine’s dismissed Defense Minister Fedorov
Enes Kanter Freedom ejected from Fever-Sky game after he was confronted by Sky’s Cloud
Sean Grayson, former Sangamon County deputy convicted in killing of Sonya Massey, dies in prison, attorney says
Live updates: Key Iranian trading partner China rejects Trump’s ‘economic D-Day’ threat
Russian 'double-tap' strike on shopping centre in Ukraine kills 16 and wounds 130
E coli and salmonella outbreak linked to alfalfa sprouts sickens dozens across multiple states
Trump officials touted a voter fraud bombshell. Their data hasn’t proved it
Supreme Court temporarily allows White House ballroom construction to continue
TikTok to pay $400m to US in one of largest child privacy settlements
Canada-U.S. Trade War Escalates as Talks Collapse
Recap: Defense in Lindsay Clancy trial rests, prosecutors call 1st rebuttal witness
Putin signs decree allowing state seizure of drone-hit businesses
Landslide at waste mound in Guinea capital kills 30, government says
UAW Workers Reject Deere’s Contract Extension Offer, Setting Up 2027 Battle
Bessent Has No Easy Fix for What’s Really Driving Bond Yields Up
Burnham to hand long-range missile blueprints to Zelensky as he visits Kyiv
Mapped: The Income a Family Needs to Live Comfortably in Every U.S. State
Canada Sees Long Trade War With US That May Last Beyond Midterms
Fast-moving wildfire amid shifting winds threatens Reno, Nevada, forcing thousands to evacuate
Scott Bessent: an economic D-Day is coming for Iran
Zelenskyy details rift with Ukraine’s dismissed Defense Minister Fedorov
Enes Kanter Freedom ejected from Fever-Sky game after he was confronted by Sky’s Cloud
Sean Grayson, former Sangamon County deputy convicted in killing of Sonya Massey, dies in prison, attorney says
Live updates: Key Iranian trading partner China rejects Trump’s ‘economic D-Day’ threat
Russian 'double-tap' strike on shopping centre in Ukraine kills 16 and wounds 130
E coli and salmonella outbreak linked to alfalfa sprouts sickens dozens across multiple states
Trump officials touted a voter fraud bombshell. Their data hasn’t proved it
Supreme Court temporarily allows White House ballroom construction to continue
TikTok to pay $400m to US in one of largest child privacy settlements
Canada-U.S. Trade War Escalates as Talks Collapse
Recap: Defense in Lindsay Clancy trial rests, prosecutors call 1st rebuttal witness
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Newspapers We Analyze
The Problem
You're not reading the news. You're reading a framing of it.
Every outlet chooses what to emphasize, what to omit, and how to angle a story. When a major event breaks, the same facts become competing narratives, and most readers never see the seams.
Perspectivity compares how every outlet frames each event, revealing the hidden bias, the missing context, and the contradictions.
Readers absorb the framing without noticing the slant.
Algorithmic feeds amplify spin, omission, and outright falsehoods.
A global crisis of trust, not a local one.
Signature Visualizations
See what no headline can show you.
Five lenses, each one an insight only Perspectivity surfaces. Not summaries. Structure.
Every outlet, mapped on the spectrum of bias.
Where each source sits, and who covers, aligns, or contradicts whom. One event becomes a structure you can read at a glance.
One event, five framings.
The same fact, refracted across the political spectrum. See what each side emphasizes, and what it omits.
When a stance quietly shifts.
Track any actor's position over months. Catch the contradictions, the softening, and the hardening.
Suppression signal
“Iran struck US forces first” is amplified by right-leaning sources, absent from 13 left & center outlets.
Which story is winning.
Rising, fading, or suppressed, plus the coordinated-framing signals the public never sees flagged.
Hidden ties, evidence-scored.
Who funds, owns, and amplifies whom. Every link confirmed, medium, or alleged, never asserted.
Event Prism · same event, different narratives
One event. Three framings.
The same vote, refracted across the political spectrum. Each outlet chooses what to emphasize, and what to leave out.
See it in action
Watch Perspectivity think.
One engine reading a live story, on the web and on mobile.

Now in beta · iOS
Perspectivity, on your iPhone.
The same bias analysis and cross-outlet reads you get on the web, in your pocket. Open beta through TestFlight — free, and it takes about a minute.
- 1
Install TestFlight
Apple's beta app, free from the App Store. The invite link does nothing until it is installed.
- 2
Open the link again
Tap it a second time and Perspectivity is there, ready to install.
iPhone only for now — Android is next.
Meet the founders
Building the future of media transparency.

Abdullah Khan Zehady
Founder & CEO
ML infrastructure builder and LLM engineer. Published peer-reviewed research on multilingual NLP for media analysis and released open-source language models used by researchers worldwide.
- Open-source LLMs for media bias analysis
- BanglaLlama paper on arXiv
- 30k+ downloads across 31 open models
Our journey so far
Research foundation
Peer-reviewed multilingual NLP research for media analysis.
Open-source impact
Language models on Hugging Face with 30k+ downloads.
Live products
Perspectivity worldwide and Drishtikon in Bangladesh, processing hundreds of sources in real time.
Next milestones
Q3 2026
iOS & Android apps out of beta
Q4 2026
Enterprise API for media monitoring and intelligence
Q1 2027
Open-source bias detection framework for researchers
Ready when you are
See through the narrative.
Stop reading someone else’s framing. Start seeing the structure beneath every story, across every outlet, language, and leaning.
Questions
Frequently asked.
One story, multiple perspectives, alternate realities. That's the internet today. You don't need more content; you need a map of the forces shaping it. Perspectivity is a narrative intelligence engine: it shows you who is pushing each narrative, not just what happened.
It's AI-native, but it's grounded in evidence rather than vibes. We compare claims across hundreds of sources, map ownership, funding, and institutional ties behind each outlet, surface what's missing or disputed, and track how an actor's position shifts over time, so every judgment traces back to something you can check.
Our summaries extract key facts from many sources, not one outlet's take, and flag where those sources disagree. You can always click through to the full articles. We enhance your understanding. We don't replace original reporting.
People spend hours a day on news, YouTube, and social media and still come away confused, because algorithmic feeds hand everyone a different version of the same event. When everyone is competing to shape your reality, seeing the full picture takes tools, not more reading time.
Subscriptions and advertising. The core analysis stays free and open to readers on the web and on mobile. The paid tier is for people who want the deeper narrative tracking, and advertising supports the rest.
When everyone is competing to shape your reality, Perspectivity shows you the full picture. We're building the global standard for narrative intelligence, in every major market and every major language, so understanding who is shaping a story never depends on where you live or which language you read in.




