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IVVORA

@ivvora

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One marketer’s take. On what’s actually working. If you’re looking for "growth hacks," look elsewhere.

Joined August 2025
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@ivvora
IVVORA
13 hours
The XR Problem in B2C Starts With the Name The industry’s marketing failure began with a single letter. While “Extended Reality” logically suggests the acronym ER, the sector opted for XR. While ER implies a clear and functional extension of reality, X has become a branding
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@ivvora
IVVORA
3 days
You’re confident in your skills and believe exponential long-term growth will be better than linear short-term spikes, and you push for it because you actually give a damn about this company. And then the dagger: “But seriously, what’s the point if I can’t see conversions?”
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@ivvora
IVVORA
4 days
Yes, a little impression is better than none, but at the end of the day, businesses need conversions.’ That line lands like a gut punch after months of pouring yourself into EEAT signals, rewriting titles at midnight, shaving milliseconds off LCP, hunting down 404s no one else
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@ivvora
IVVORA
5 days
Data retention duration also reveals how a business intends to monetize customers. Short retention windows for behavioral data, such as deletion after ninety days, indicate a conversion-led model focused on immediate action and near-term attribution. Extended retention of
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@ivvora
IVVORA
6 days
With that, a quick review of the competitor’s User Object through its API Documentation shows fields such as user_since_days and total_spend_lifetime. Notably absent are fields related to community contribution, such as templates_shared or forums_posts_count. The architecture
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@ivvora
IVVORA
6 days
Competitors have replicated core features, and purchasing decisions are now driven primarily by price. The market is commoditized. Without rapid differentiation, competition collapses into sustained price undercutting.
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@ivvora
IVVORA
6 days
A term like “AI-powered” may feel timely from a marketing perspective because it signals innovation and aligns with current industry trends. IT does not read it that way. They see a phrase that offers no clarity on data flow, model behavior, security controls, storage rules, or
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@ivvora
IVVORA
7 days
Once you know which departments hold the most influence, you can shape marketing campaigns that speak to their priorities. Clever phrasing may appeal to marketing teams, but legal and IT teams interpret language through the lens of risk and compliance.
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@ivvora
IVVORA
7 days
Generic rewrites go nowhere. Research is where new ground is still being explored. Academic papers, industry surveys, and early conference findings contain signals that AI has not absorbed. They are also the first place where new categories emerge. If you want visibility,
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@ivvora
IVVORA
7 days
The 2026 Outlook Organic search in 2026 is finished for generic content. Ninety percent of pages receive no traffic, and clicks beyond page one are nonexistent. Research firms have already confirmed what practitioners see every day.
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@ivvora
IVVORA
7 days
Start with the abstract because it gives the problem, method, and findings, letting you know fast whether it matters. Focus on recent work within the last 3 years, as older studies often become less relevant in fast-moving industries. Use AI as a translator to simplify jargon
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@ivvora
IVVORA
7 days
Reading Research Without Becoming an Academic Research papers do not require academic training to be useful. Here is the part where most marketers hesitate. Research papers look overwhelming at first glance. With the following simple method, you can extract value without being
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@ivvora
IVVORA
7 days
Content grounded in primary sources enters the market earlier. It establishes authority before narratives harden. In 2023, a systematic review of virtual influencers documented how they differ from human influencers and which features drive engagement. Insights from that
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@ivvora
IVVORA
7 days
Where Attention Still Has Not Gone The remaining opportunity sits where most marketers do not look. Academic and industry research is published daily. It is dense, technical, and often ignored. That neglect creates space. Not all research has been fully absorbed by AI systems.
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@ivvora
IVVORA
7 days
The Illusion of Organic Opportunity The limits of organic search in 2025 were widely documented. Most pages receive no organic traffic. Clicks beyond the first page approach zero. Content differentiation continues to decline. Executive confidence in AI-generated content is
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@ivvora
IVVORA
7 days
In 2018, early research on generative language models attracted little interest outside academic circles. Anyone capable of explaining it clearly had room to lead. That opportunity no longer exists today. The pattern still does. New ideas emerge in research before they appear
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@ivvora
IVVORA
7 days
A blue ocean is an open one. Few competitors, little noise. In marketing, this state typically occurs when an idea has emerged from research but has not yet entered mainstream discourse. Search results are thin. Early interpreters shape understanding. This pattern is not
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@ivvora
IVVORA
7 days
A red ocean is a crowded market. Everyone competes for the same attention. In practice, this looks like thousands of near-identical articles competing for the exact keywords. Supply continues to grow while demand remains fixed. Only a small number of sites benefit.
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@ivvora
IVVORA
7 days
The practical question is no longer how to improve what already exists. It is where to look when the front page is no longer accessible. The answer is research papers. When Markets Close Marketing often borrows the language of red oceans and blue oceans, but rarely with
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