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LinkedIn Social OSINT Intelligence Report: Cassie N.

Generated: Jul 23, 2026

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Cassie N. Profile Picture

Cassie N.

Person

Online Presence (4 verified)

Cassie N. on LinkedIn LinkedIn Cassie N. on Facebook Facebook Cassie N. on Instagram Instagram Cassie N. on X X View +4 more Email Reveal

Bottom Line Up Front

The LinkedIn profile most likely belongs to a real person named Cassie N. working in product design in Toronto. The profile is internally consistent, shows a normal career progression, and has no obvious signs of impersonation from the available evidence. The main limitation is low activity on LinkedIn posts and the lack of external corroboration beyond profile data.

Key Judgments

The anchor LinkedIn profile is strongly attributable to the subject Cassie N. at Prepr in the Greater Toronto Area.

Almost certain High Confidence

The profile looks authentic rather than fabricated, based on consistent employment, education, and location details.

Likely Moderate Confidence

There is not enough evidence to assess audience authenticity or engagement quality because the profile has no posts in the collected evidence.

Almost certain High Confidence

Risk Assessment

18%
Low Risk

Analytic confidence in this assessment is high.


Identity resolution

Live Intel Map

Resolved Primary Identity

Cassie N.

Assessment

High-confidence attribution to the LinkedIn profile owner. The profile is anchored by the same name, the same public LinkedIn identifier (cassiengg), the same company, the same job title family, the same school, and the same Toronto-area location. The cross-platform search results contain many weak name-only matches, but none displace the anchor profile.

Resolved Identifiers

full name

Cassie N.

username

cassiengg

organization

Prepr

job title

Associate Product Designer

school

University of Toronto

location

Greater Toronto Area, Canada

location

Toronto, ON

Online presence

Cassie N.

LinkedIn • Public

Location: Greater Toronto Area, Canada
Category: Product Designer

Linkage Basis:

  • Exact name match
  • Public identifier matches the provided URL
  • Same company: Prepr
  • Same school: University of Toronto
  • Same location region: Greater Toronto Area
Cassie N.

Facebook • Public

Linkage Basis:

  • Name-only match
  • No corroborating education, employer, or location
Cassie n

Instagram • Public

Linkage Basis:

  • Loose name similarity
  • No bio or contextual corroboration
Cassie N

X • Public

Linkage Basis:

  • Name match only
  • No employer, school, or Toronto signal
View +4 more accounts Email Reveal

Account OSINT

Top Associated Accounts

The network is professional and institution-centered. The evidence supports a normal education-to-employment path in Southern Ontario, but it does not reveal a broader personal or social graph.

U

University of Toronto

school

education

"Listed as the current master's program in Information, User Experience Design."

U

University of Waterloo

school

education and prior employment

"Listed as the BA institution and the site of a research assistant role."

N

Nicoya

employee_employer

prior employment

"Listed as a former employer with UX Designer and UX Researcher roles."

P

Prepr

employee_employer

current employer

"Listed as current employer and includes the current product design role."

Who is Cassie N. associated with?

Reveal the Linkedin accounts Cassie N. is connected to and interacts with most.

Reveal Associates »

Account Timeline

The profile reflects a stable, career-building trajectory in UX and product design, with role progression and no obvious sign of churn, fabricated history, or abrupt inconsistencies.

Education Change

University of Waterloo BA ran Sep 2018 - Aug 2023

Shows a defined academic period preceding the current design career track.

Job Change

University of Waterloo Research Assistant from Mar 2021 - Jan 2022

Early research experience during undergraduate study.

Job Change

Nicoya UX Designer and UX Researcher in 2022

Transition into professional UX work.

Job Change

Prepr UX Designer from Jun 2024 - Apr 2026, then Associate Product Designer starting Apr 2026

Upward progression within the same employer.

Interactive Graph

Map the full network.

Switch to the interactive workbench to trace relationships, aliases, and connections instantly across 448 intelligence signals we gathered.

Intelligence gathered

Strong Identifiers And Pivots

  • The anchor profile uses the public LinkedIn ID cassiengg and the full display name Cassie N.
  • The profile lists Prepr as the current employer and Associate Product Designer as the current title, with Toronto, ON as the work location.
Intelligence Gaps 2
  • No email, phone, or website identifier was exposed in the curated evidence.
  • No profile image was provided in the evidence bundle.

Weak Identifiers And Background Markers

  • The profile shows 165 connections, which is consistent with a personal professional account but not strong proof of audience quality.
  • The current company details describe Prepr as an education and upskilling organization with around 31 employees.
Intelligence Gaps 2
  • No biography/about text was available.
  • No endorsements or recommendations were included in the evidence.

Account Attribution And Identity Linkage

  • The person search marks the LinkedIn profile as a strong match with high confidence score 98.
  • The anchor profile aligns on name, company, school, and region, which is a strong attribution package.
Intelligence Gaps 2
  • No second independent source confirms the subject's full legal name.
  • No direct cross-link to a personal website or other verified social account was found.

Online Presence And Platform Activity

  • The LinkedIn posts collection returned zero posts for the profile.
  • Because there are no posts in the collected evidence, there is no observable content strategy, topical focus, or engagement behavior to assess.
Intelligence Gaps 2
  • No post content, reactions, or comments were provided.
  • No follower or audience engagement data was available beyond the connection count.

Behavioral Markers And Preferences

  • The available evidence suggests a design and research-oriented career path: psychology, UX research, UX design, and product design.
  • The work history shows movement from research assistant work at University of Waterloo to UX roles at Nicoya and then Prepr.
Intelligence Gaps 2
  • No explicit interests, skills, or content preferences were listed.
  • No personal bio was available to infer hobbies or motivations.

Temporal Markers And Activity Windows

  • Education at the University of Waterloo ran from Sep 2018 to Aug 2023.
  • Research assistant work at the University of Waterloo ran from Mar 2021 to Jan 2022.
Intelligence Gaps 2
  • No account creation date was exposed.
  • No recent activity timestamp beyond the empty posts result was available.

Best next moves

Priority 1 social profile

Confirm the LinkedIn anchor profile

This is the strongest identity match in the evidence. Verifying the URL, current title, and school entry should be enough to confirm the subject in most workflows.

https://ca.linkedin.com/in/cassiengg
Priority 2 company

Review the Prepr employer record

Prepr is the main employment anchor. Checking the company page and the subject’s employee listing can help confirm title history and timing.

Prepr
Priority 3 organization

Validate the University of Toronto education claim

The MI UXD entry is a key corroborating identifier. A school page, alumni listing, or resume comparison would tighten confidence further.

University of Toronto
Priority 4 person

Separate weak same-name social profiles

The Facebook, Instagram, and X hits look like name collisions, not linked accounts. Compare them only if a second identifier appears.

Cassie N.
Recommended WatchDog

Monitor this Linkedin account for changes

Track handle changes, bio edits, profile removals, and new signals without re-checking this account manually.

Cassie N.

Risks & recommendations

Identified Risks

3 risks

⤷ 3 additional risks found in this analysis

Identity verification

Unlikely

Low to moderate risk of mistaken identity is present only if a reviewer relies on name matching alone. The anchor profile itself has strong attribution support.

Horizon: Near-term

Impersonation screening

Unlikely

No strong impersonation indicators are present, but the lack of posts and external corroboration means you should still verify the profile if it is being used for hiring or partnership decisions.

Horizon: Near-term

Professional credibility

Likely

The profile appears credible and career-consistent, which supports normal professional use.

Horizon: Mid-term

Recommendations

2 actions

⤷ 2 recommended courses of action

Verify the anchor LinkedIn profile

3 steps

Use the high-confidence anchors to confirm the subject before any hiring, networking, or trust decision.

Check the LinkedIn URL ending in cassiengg. Confirm the current role at Prepr and the University of Toronto education entry. A different company, school, or location appears in a separate record.

Disambiguate weak same-name profiles

3 steps

Treat the Facebook, Instagram, and X results as possible noise unless another identifier connects them to the LinkedIn anchor.

Ignore name-only matches during initial attribution. Look for the same employer, school, city, or profile image. A weak profile later shows Prepr, University of Toronto, or Toronto-area ties.

Data sources

Source Registry

4 sources
Source ID / Type Description Grading (Src/Info)
eval_1
social profile
LinkedIn profile metadata for https://ca.linkedin.com/in/cassiengg
Coverage: Full public profile fields provided in curated evidence
SRC A
INFO 1
eval_2
post
LinkedIn posts collection for the same profile
Coverage: Public posts count only; no posts returned
SRC A
INFO 1
eval_3
username search
Cross-platform social search results for the name Cassie N.
Coverage: Broad name-based discovery across LinkedIn, Facebook, Instagram, X, YouTube, Pinterest, TikTok
SRC A
INFO 2
eval_4
username search
Person social search results with match scoring and context notes
Coverage: Anchor profile plus several weak name-only matches
SRC A
INFO 2

Follow Up Questions

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Suggested questions

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Who is most likely behind this LinkedIn profile?
Which details most strongly verify this profile?
Are there any linked accounts worth treating as real matches?
What are the strongest signs of impersonation or fakery?
What should be checked next to confirm employment history?
Analyst Briefing

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448 data points collected